Moncef Gabbouj

Orcid: 0000-0002-9788-2323

Affiliations:
  • Tampere University of Technology, Finland
  • Purdue University, West Lafayette, IN, USA (PhD 1989)


According to our database1, Moncef Gabbouj authored at least 692 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2011, "For contributions to nonlinear signal processing and video communication".

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Operational Support Estimator Networks.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Lightweight Multitask Learning for Robust JND Prediction Using Latent Space and Reconstructed Frames.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

End-to-End Transformer for Compressed Video Quality Enhancement.
IEEE Trans. Broadcast., March, 2024

Super Neurons.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Early myocardial infarction detection over multi-view echocardiography.
Biomed. Signal Process. Control., January, 2024

Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor Machine.
IEEE Trans. Instrum. Meas., 2024

SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search.
Swarm Evol. Comput., 2024

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement.
IEEE Signal Process. Lett., 2024

Channel-Wise Feature Decorrelation for Enhanced Learned Image Compression.
IEEE Signal Process. Lett., 2024

Reducing redundancy in the bottleneck representation of autoencoders.
Pattern Recognit. Lett., 2024

R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification.
Pattern Recognit., 2024

Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring.
IEEE Open J. Commun. Soc., 2024

A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism.
CoRR, 2024

BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network.
CoRR, 2024

High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs.
CoRR, 2024

Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification.
CoRR, 2024

Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs.
CoRR, 2024

Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes.
CoRR, 2024

Perceptual Learned Image Compression via End-to-End JND-Based Optimization.
CoRR, 2024

Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets.
CoRR, 2024

Trustworthiness of X Users: A One-Class Classification Approach.
CoRR, 2024

Dropout Concrete Autoencoder for Band Selection on HSI Scenes.
CoRR, 2024

Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features.
CoRR, 2024

Class-wise Generalization Error: an Information-Theoretic Analysis.
CoRR, 2024

Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults.
CoRR, 2024

On Automatic Person-in-Water Detection for Marine Search and Rescue Operations.
IEEE Access, 2024

Malware Detection With Subspace Learning-Based One-Class Classification.
IEEE Access, 2024

Water Region Segmentation in SAR Images Based on Compact Operational Unets.
Proceedings of the IGARSS 2024, 2024

Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss.
Proceedings of the IEEE International Conference on Acoustics, 2024

MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach.
Proceedings of the Advanced Information Networking and Applications, 2024

2023
An external attention-based feature ranker for large-scale feature selection.
Knowl. Based Syst., December, 2023

Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Distributed Inference in Resource-Constrained IoT for Real-Time Video Surveillance.
IEEE Syst. J., March, 2023

Joint learning and optimization for Federated Learning in NOMA-based networks.
Pervasive Mob. Comput., February, 2023

Representation based regression for object distance estimation.
Neural Networks, January, 2023

Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing.
IEEE Trans. Neural Networks Learn. Syst., 2023

Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation.
IEEE Trans. Image Process., 2023

Non-Local Color Compensation Network for Intrinsic Image Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2023

Global ECG Classification by Self-Operational Neural Networks With Feature Injection.
IEEE Trans. Biomed. Eng., 2023

MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics.
IEEE Signal Process. Lett., 2023

Graph-embedded subspace support vector data description.
Pattern Recognit., 2023

Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery.
CoRR, 2023

Improving Unimodal Inference with Multimodal Transformers.
CoRR, 2023

Convolutional autoencoder-based multimodal one-class classification.
CoRR, 2023

On Feature Diversity in Energy-based Models.
CoRR, 2023

Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring.
CoRR, 2023

Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting.
CoRR, 2023

Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification.
CoRR, 2023

Improved Active Fire Detection using Operational U-Nets.
CoRR, 2023

Deep Learning for Camera Calibration and Beyond: A Survey.
CoRR, 2023

Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks.
CoRR, 2023

Credit Card Fraud Detection with Subspace Learning-based One-Class Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Newton Method-Based Subspace Support Vector Data Description.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Cryptocurrency Portfolio Optimization by Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

One-Class Classification for Intrusion Detection on Vehicular Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Learning Distinct Features Helps, Provably.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Optimal Tile Size and Streaming Field of View for VR Streaming.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

NCOD: Near-Optimum Video Compression for Object Detection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction.
Proceedings of the IEEE International Conference on Image Processing, 2023

Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU.
Proceedings of the IEEE International Conference on Acoustics, 2023

SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography.
Proceedings of the Computing in Cardiology, 2023

WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health Monitoring.
IEEE Trans. Ind. Informatics, 2022

Saliency-Based Multilabel Linear Discriminant Analysis.
IEEE Trans. Cybern., 2022

Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network.
IEEE Trans. Biomed. Eng., 2022

Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks.
IEEE Trans. Biomed. Eng., 2022

Blind ECG Restoration by Operational Cycle-GANs.
IEEE Trans. Biomed. Eng., 2022

Neural texture transfer assisted video coding with adaptive up-sampling.
Signal Process. Image Commun., 2022

A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras.
Sensors, 2022

Feedforward neural networks initialization based on discriminant learning.
Neural Networks, 2022

Remote Multilinear Compressive Learning With Adaptive Compression.
IEEE Internet Things J., 2022

3D Quantum Cuts for automatic segmentation of porous media in tomography images.
Comput. Geosci., 2022

Blind Restoration of Real-World Audio by 1D Operational GANs.
CoRR, 2022

Zero-Shot Motor Health Monitoring by Blind Domain Transition.
CoRR, 2022

R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification.
CoRR, 2022

EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions.
CoRR, 2022

A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance.
CoRR, 2022

Non-Linear Spectral Dimensionality Reduction Under Uncertainty.
CoRR, 2022

Attention-Based Neural Bag-of-Features Learning for Sequence Data.
IEEE Access, 2022

Graph Embedding With Data Uncertainty.
IEEE Access, 2022

A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges.
IEEE Access, 2022

High-frequency guided CNN for video compression artifacts reduction.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Efficient CNN with uncorrelated Bag of Features pooling.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Self-Attention Neural Bag-of-Features.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Improved Domain Adaptation Approach for Bearing Fault Diagnosis.
Proceedings of the IECON 2022, 2022

Self-attention fusion for audiovisual emotion recognition with incomplete data.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Weighted Edit Distance for Country Code Recognition in License Plates.
Proceedings of the 30th European Signal Processing Conference, 2022

Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography.
Proceedings of the Computing in Cardiology, 2022

2021
Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization.
J. Signal Process. Syst., 2021

Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison.
IEEE Trans. Signal Process., 2021

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images.
IEEE Trans. Neural Networks Learn. Syst., 2021

Multilinear Compressive Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021

Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices.
IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Multi-View Learning to Rank.
IEEE Trans. Knowl. Data Eng., 2021

Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding.
IEEE Trans. Inf. Forensics Secur., 2021

CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient Network.
IEEE Trans. Circuits Syst. Video Technol., 2021

SVM based approach for complexity control of HEVC intra coding.
Signal Process. Image Commun., 2021

Multimodal subspace support vector data description.
Pattern Recognit., 2021

Speed-up and multi-view extensions to subclass discriminant analysis.
Pattern Recognit., 2021

Self-organized operational neural networks for severe image restoration problems.
Neural Networks, 2021

Self-organized Operational Neural Networks with Generative Neurons.
Neural Networks, 2021

Exploiting heterogeneity in operational neural networks by synaptic plasticity.
Neural Comput. Appl., 2021

COVID-19 infection map generation and detection from chest X-ray images.
Health Inf. Sci. Syst., 2021

Image denoising by Super Neurons: Why go deep?
CoRR, 2021

Super Neurons.
CoRR, 2021

Bilinear Input Normalization for Neural Networks in Financial Forecasting.
CoRR, 2021

Within-layer Diversity Reduces Generalization Gap.
CoRR, 2021

Knowledge Distillation By Sparse Representation Matching.
CoRR, 2021

Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising.
CoRR, 2021

Neural Architecture Search by Estimation of Network Structure Distributions.
IEEE Access, 2021

INTEL-TAU: A Color Constancy Dataset.
IEEE Access, 2021

Visual Product Tracking System Using Siamese Neural Networks.
IEEE Access, 2021

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks.
IEEE Access, 2021

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs.
IEEE Access, 2021

Early Detection of Myocardial Infarction in Low-Quality Echocardiography.
IEEE Access, 2021

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images.
IEEE Access, 2021

AnomalyHop: An SSL-based Image Anomaly Localization Method.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Content-adaptive convolutional neural network post-processing filter.
Proceedings of the IEEE International Symposium on Multimedia, 2021

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer.
Proceedings of the International Joint Conference on Neural Networks, 2021

Monte Carlo Dropout Ensembles for Robust Illumination Estimation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Bm3d Vs 2-Layer Onn.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Reliable Covid-19 Detection using Chest X-Ray Images.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Mind The Structure: Adopting Structural Information For Deep Neural Network Compression.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Ensembling Object Detectors for Image and Video Data Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2021

Color Constancy Model Optimization with Small Dataset via Pruning of CNN Filters.
Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Robust channel-wise illumination estimation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Learning to ignore: rethinking attention in CNNs.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
DATASET FOR COMPLEXITY ANALYSIS OF VVC ENCODING AND DECODING.
Dataset, May, 2020

Heterogeneous Multilayer Generalized Operational Perceptron.
IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Adaptive Input Normalization for Time Series Forecasting.
IEEE Trans. Neural Networks Learn. Syst., 2020

Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines.
IEEE J. Biomed. Health Informatics, 2020

Bag of Color Features for Color Constancy.
IEEE Trans. Image Process., 2020

Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective.
IEEE Trans. Circuits Syst. Video Technol., 2020

DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time.
IEEE Trans. Circuits Syst. Video Technol., 2020

Human experts vs. machines in taxa recognition.
Signal Process. Image Commun., 2020

Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data.
Pattern Recognit. Lett., 2020

Variance-preserving deep metric learning for content-based image retrieval.
Pattern Recognit. Lett., 2020

Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits.
Pattern Recognit., 2020

Recurrent bag-of-features for visual information analysis.
Pattern Recognit., 2020

Operational neural networks.
Neural Comput. Appl., 2020

OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention.
IEEE J. Sel. Top. Signal Process., 2020

Real-time throughput prediction for cognitive Wi-Fi networks.
J. Netw. Comput. Appl., 2020

Progressive Operational Perceptrons with Memory.
Neurocomputing, 2020

Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks.
Neurocomputing, 2020

Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks.
CoRR, 2020

Operational vs Convolutional Neural Networks for Image Denoising.
CoRR, 2020

Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception.
CoRR, 2020

A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images.
CoRR, 2020

FastONN - Python based open-source GPU implementation for Operational Neural Networks.
CoRR, 2020

A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications.
CoRR, 2020

Saliency-based Weighted Multi-label Linear Discriminant Analysis.
CoRR, 2020

Multilinear Compressive Learning with Prior Knowledge.
CoRR, 2020

Automatic image-based identification and biomass estimation of invertebrates.
CoRR, 2020

Using Deep Learning for price prediction by exploiting stationary limit order book features.
Appl. Soft Comput., 2020

Ellipsoidal Subspace Support Vector Data Description.
IEEE Access, 2020

Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision.
IEEE Access, 2020

Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection.
IEEE Access, 2020

Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2020

Performance Indicator in Multilinear Compressive Learning.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Comparison of HEVC-based OMAF-compliant 6K effective packings for viewport-dependent 360-degree video streaming.
Proceedings of the 25th ACM Workshop on Packet Video, 2020

Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Generalized Operational Classifiers for Material Identification.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Data Normalization for Bilinear Structures in High-Frequency Financial Time-series.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Not all domains are equally complex: Adaptive Multi-Domain Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Human Action Recognition Using Recurrent Bag-of-Features Pooling.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Subset Sampling for Progressive Neural Network Learning.
Proceedings of the IEEE International Conference on Image Processing, 2020

Complexity Analysis Of Next-Generation VVC Encoding And Decoding.
Proceedings of the IEEE International Conference on Image Processing, 2020

Probabilistic Color Constancy.
Proceedings of the IEEE International Conference on Image Processing, 2020

Incremental Fast Subclass Discriminant Analysis.
Proceedings of the IEEE International Conference on Image Processing, 2020

Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Facial expression based satisfaction index for empathic buildings.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Robust Hypersphere-based Weight Imprinting for Few-Shot Learning.
Proceedings of the 28th European Signal Processing Conference, 2020

Robust Fast Subclass Discriminant Analysis.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
6K and 8K Effective Resolution with 4K HEVC Decoding Capability for 360 Video Streaming.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2019

Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks.
IEEE Trans. Ind. Electron., 2019

Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring.
IEEE Trans. Ind. Electron., 2019

Shared Coded Picture Technique for Tile-Based Viewport-Adaptive Streaming of Omnidirectional Video.
IEEE Trans. Circuits Syst. Video Technol., 2019

Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks.
Remote. Sens., 2019

<i>PyGOP</i>: A Python library for Generalized Operational Perceptron algorithms.
Knowl. Based Syst., 2019

Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network.
CoRR, 2019

Architecture Search by Estimation of Network Structure Distributions.
CoRR, 2019

Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators.
CoRR, 2019

1D Convolutional Neural Networks and Applications: A Survey.
CoRR, 2019

Colorectal cancer diagnosis from histology images: A comparative study.
CoRR, 2019

Data-driven Neural Architecture Learning For Financial Time-series Forecasting.
CoRR, 2019

1D Convolutional Neural Network Models for Sleep Arousal Detection.
CoRR, 2019

Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data.
CoRR, 2019

Feature Engineering for Mid-Price Prediction With Deep Learning.
IEEE Access, 2019

Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data.
IEEE Access, 2019

A Novel UAV-Aided Network Architecture Using Wi-Fi Direct.
IEEE Access, 2019

Color Constancy Convolutional Autoencoder.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Class-Based Variational Representation Learning For Robust Image Retrieval.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series.
Proceedings of the IEEE International Conference on Acoustics, 2019

1-D Convolutional Neural Networks for Signal Processing Applications.
Proceedings of the IEEE International Conference on Acoustics, 2019

Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing.
Proceedings of the 27th European Signal Processing Conference, 2019

Curriculum-based Teacher Ensemble for Robust Neural Network Distillation.
Proceedings of the 27th European Signal Processing Conference, 2019

Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models.
Proceedings of the 46th Computing in Cardiology, 2019

2018
Spatiotemporal Saliency Estimation by Spectral Foreground Detection.
IEEE Trans. Multim., 2018

A Data Set for Camera-Independent Color Constancy.
IEEE Trans. Image Process., 2018

Generalized Multi-View Embedding for Visual Recognition and Cross-Modal Retrieval.
IEEE Trans. Cybern., 2018

Probabilistic saliency estimation.
Pattern Recognit., 2018

Improving efficiency in convolutional neural networks with multilinear filters.
Neural Networks, 2018

Feature synthesis for image classification and retrieval via one-against-all perceptrons.
Neural Comput. Appl., 2018

Benchmark database for fine-grained image classification of benthic macroinvertebrates.
Image Vis. Comput., 2018

Guest Editorial Special Issue on Multimedia Big Data in Internet of Things.
IEEE Internet Things J., 2018

Neural class-specific regression for face verification.
IET Biom., 2018

Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data.
CoRR, 2018

Finding Better Topologies for Deep Convolutional Neural Networks by Evolution.
CoRR, 2018

Progressive Operational Perceptron with Memory.
CoRR, 2018

Evaluation of Visual Object Trackers on Equirectangular Panorama.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Optimization on Ports Activation Towards Energy Efficient Data Center Networks.
Proceedings of the Ubiquitous Networking - 4th International Symposium, 2018

Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Convolutional Neural Network Based Inter-Frame Enhancement for 360-Degree Video Streaming.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Is the transmission of depth data always necessary for 3D video streaming?
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Subspace Support Vector Data Description.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Weighted Linear Discriminant Analysis Based on Class Saliency Information.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Acceleration Approaches for Big Data Analysis.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Low-Energy Graph Fourier Basis Functions Span Salient Objects.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient 2D Video Coding of Volumetric Video Data.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Geometry-Guided 3D Data Interpolation for Projection-Based Dynamic Point Cloud Coding.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Fast Motion Estimation Algorithm with Efficient Memory Access for HEVC Hardware Encoders.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

On the Layer Selection in Small-Scale Deep Networks.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Compressively Sensed Image Recognition.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Robust Data Hiding Scheme for Compressively Sensed Signals.
Proceedings of the 26th European Signal Processing Conference, 2018

Automatic Flower and Visitor Detection System.
Proceedings of the 26th European Signal Processing Conference, 2018

Maximum achievable throughput and interference mitigation for SUN in coexistence with WLAN.
Proceedings of the International Conference on Advanced Communication Technologies and Networking, 2018

Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis.
Proceedings of the Computing in Cardiology, 2018

Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings.
Proceedings of the Computing in Cardiology, 2018

2017
Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions.
IEEE Trans. Cybern., 2017

A Hybrid Approach for Near-Range Video Stabilization.
IEEE Trans. Circuits Syst. Video Technol., 2017

A New Block-Based Method for HEVC Intra Coding.
IEEE Trans. Circuits Syst. Video Technol., 2017

Row-Interleaved Sampling for Depth-Enhanced 3D Video Coding for Polarized Displays.
ACM Trans. Appl. Percept., 2017

Particle swarm clustering fitness evaluation with computational centroids.
Swarm Evol. Comput., 2017

Multi-View Nonparametric Discriminant Analysis for Image Retrieval and Recognition.
IEEE Signal Process. Lett., 2017

Big Media Data Analysis.
Signal Process. Image Commun., 2017

Multilinear class-specific discriminant analysis.
Pattern Recognit. Lett., 2017

Learning graph affinities for spectral graph-based salient object detection.
Pattern Recognit., 2017

Urban 3D segmentation and modelling from street view images and LiDAR point clouds.
Mach. Vis. Appl., 2017

Modeling the timing of cuts in automatic editing of concert videos.
Multim. Tools Appl., 2017

An effective CU size decision method for quality scalability in SHVC.
Multim. Tools Appl., 2017

Extended quantum cuts for unsupervised salient object extraction.
Multim. Tools Appl., 2017

Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction.
Knowl. Based Syst., 2017

Outlier edge detection using random graph generation models and applications.
J. Big Data, 2017

CNN-based edge filtering for object proposals.
Neurocomputing, 2017

Progressive Operational Perceptrons.
Neurocomputing, 2017

On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks.
Expert Syst. Appl., 2017

The effect of automated taxa identification errors on biological indices.
Expert Syst. Appl., 2017

Improving Efficiency in Convolutional Neural Network with Multilinear Filters.
CoRR, 2017

Human experts vs. machines in taxa recognition.
CoRR, 2017

Benchmark Dataset for Mid-Price Prediction of Limit Order Book data.
CoRR, 2017

INTEL-TUT Dataset for Camera Invariant Color Constancy Research.
CoRR, 2017

Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks.
Proceedings of the 19th IEEE Conference on Business Informatics, 2017

Tensor representation in high-frequency financial data for price change prediction.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Comparison of HEVC coding schemes for tile-based viewport-adaptive streaming of omnidirectional video.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Sample-based regularization for support vector machine classification.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Subaperture image segmentation for lossless compression.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Generalized model of biological neural networks: Progressive operational perceptrons.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Class-specific kernel discriminant analysis based on Cholesky decomposition.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Category independent object proposals using quantum superposition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep multi-resolution color constancy.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Using deep learning to detect price change indications in financial markets.
Proceedings of the 25th European Signal Processing Conference, 2017

Time-series classification using neural Bag-of-Features.
Proceedings of the 25th European Signal Processing Conference, 2017

Pyramid encoding for fast additive quantization.
Proceedings of the 25th European Signal Processing Conference, 2017

VisualLabel: An Integrated Multimedia Content Management and Access Framework.
Proceedings of the Information Modelling and Knowledge Bases XXIX, 2017

Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier.
Proceedings of the Computing in Cardiology, 2017

Viewport-dependent delivery schemes for stereoscopic panoramic video.
Proceedings of the 3DTV Conference: The True Vision, 2017

Lossless compression of subaperture images using context modeling.
Proceedings of the 3DTV Conference: The True Vision, 2017

2016
Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2016

Image Interpolation Based on Non-local Geometric Similarities and Directional Gradients.
IEEE Trans. Multim., 2016

Competitive Quantization for Approximate Nearest Neighbor Search.
IEEE Trans. Knowl. Data Eng., 2016

K-Subspaces Quantization for Approximate Nearest Neighbor Search.
IEEE Trans. Knowl. Data Eng., 2016

Joint Video Stitching and Stabilization From Moving Cameras.
IEEE Trans. Image Process., 2016

Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification.
IEEE Trans. Inf. Forensics Secur., 2016

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks.
IEEE Trans. Ind. Electron., 2016

New R-D Optimization Criterion for Fast Mode Decision Algorithms in Video Coding and Transrating.
IEEE Trans. Circuits Syst. Video Technol., 2016

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks.
IEEE Trans. Biomed. Eng., 2016

Learning to rank salient segments extracted by multispectral Quantum Cuts.
Pattern Recognit. Lett., 2016

Nyström-based approximate kernel subspace learning.
Pattern Recognit., 2016

Multi-class Support Vector Machine classifiers using intrinsic and penalty graphs.
Pattern Recognit., 2016

View upsampling optimization for mixed resolution 3D video coding.
Multidimens. Syst. Signal Process., 2016

Limited random walk algorithm for big graph data clustering.
J. Big Data, 2016

Generalized Hampel Filters.
EURASIP J. Adv. Signal Process., 2016

Video Ladder Networks.
CoRR, 2016

Hierarchical class-specific kernel discriminant analysis for face verification.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Automated tree detection and density calculation using unmanned aerial vehicles.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

HEVC-compliant viewport-adaptive streaming of stereoscopic panoramic video.
Proceedings of the 2016 Picture Coding Symposium, 2016

HEVC-compliant Tile-based Streaming of Panoramic Video for Virtual Reality Applications.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Efficient Coding of 360-Degree Pseudo-Cylindrical Panoramic Video for Virtual Reality Applications.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Viewport-Adaptive Encoding and Streaming of 360-Degree Video for Virtual Reality Applications.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Standard-Compliant Multiview Video Coding and Streaming for Virtual Reality Applications.
Proceedings of the IEEE International Symposium on Multimedia, 2016

A vector quantization based k-NN approach for large-scale image classification.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Prototype-based class-specific nonlinear subspace learning for large-scale face verification.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

Object proposals using CNN-based edge filtering.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates.
Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016

Joint K-Means quantization for Approximate Nearest Neighbor Search.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Salient object segmentation based on linearly combined affinity graphs.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Fisheye video coding using elastic motion compensated reference frames.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Supervised subspace learning based on deep randomized networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Self-organizing binary encoding for Approximate Nearest Neighbor search.
Proceedings of the 24th European Signal Processing Conference, 2016

Maximum margin binary classifiers using intrinsic and penalty graphs.
Proceedings of the 24th European Signal Processing Conference, 2016

A review of approximate methods for kernel-based big media data analysis.
Proceedings of the 24th European Signal Processing Conference, 2016

Graph-regularized multi-class support vector machines for face and action recognition.
Proceedings of the 24th European Signal Processing Conference, 2016

Motion hints compensated prediction as a reference frame for high efficiency video coding (HEVC).
Proceedings of the 24th European Signal Processing Conference, 2016

Global Scale Integral Volumes.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Keynote speech.
Proceedings of the 4th International Conference on Cloud Computing and Intelligence Systems, 2016

2015
Robust Vehicle-to-Infrastructure Video Transmission for Road Surveillance Applications.
IEEE Trans. Veh. Technol., 2015

Scalable Bit Allocation Between Texture and Depth Views for 3-D Video Streaming Over Heterogeneous Networks.
IEEE Trans. Circuits Syst. Video Technol., 2015

Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Cosegmentation.
IEEE Trans. Circuits Syst. Video Technol., 2015

An Efficient Adaptive Binary Range Coder and Its VLSI Architecture.
IEEE Trans. Circuits Syst. Video Technol., 2015

Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform.
IEEE Trans. Biomed. Eng., 2015

Subjective quality assessment of asymmetric stereoscopic 3D video.
Signal Image Video Process., 2015

On the kernel Extreme Learning Machine speedup.
Pattern Recognit. Lett., 2015

Adaptive sampling for compressed sensing based image compression.
J. Vis. Commun. Image Represent., 2015

Long-term epileptic EEG classification via 2D mapping and textural features.
Expert Syst. Appl., 2015

M-PCA Binary Embedding for Approximate Nearest Neighbor Search.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

A Paradigm for Dynamic Adaptive Streaming over HTTP for Multi-view Video.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Existence and Synthesis of Complex Hopfield Type Associative Memories.
Proceedings of the Advances in Computational Intelligence, 2015

On the design of Hopfield Neural Networks: Synthesis of hopfield type associative memories.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

On the dynamics of a Recurrent Hopfield Network.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

Image interpolation based on non-local geometric similarities.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Upsampled-view distortion optimization for mixed resolution 3D Video Coding.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Visual saliency by extended quantum cuts.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Perceptually adaptive filtering for stereoscopic video compression.
Proceedings of the 2015 International Conference on 3D Imaging, 2015

Perception aware coding of stereoscopic video.
Proceedings of the 2015 International Conference on 3D Imaging, 2015

Sleep stage classification using sparse rational decomposition of single channel EEG records.
Proceedings of the 23rd European Signal Processing Conference, 2015

The class of generalized hampel filters.
Proceedings of the 23rd European Signal Processing Conference, 2015

Parralelization of non-linear & non-Gaussian Bayesian state estimators (Particle filters).
Proceedings of the 23rd European Signal Processing Conference, 2015

A Bayesian approach for extreme learning machine-based subspace learning.
Proceedings of the 23rd European Signal Processing Conference, 2015

Convolutional Neural Networks for patient-specific ECG classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

ShakeMe: Key Generation from Shared Motion.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Sport Type Classification of Mobile Videos.
IEEE Trans. Multim., 2014

Perceptual Encryption of H.264 Videos: Embedding Sign-Flips Into the Integer-Based Transforms.
IEEE Trans. Inf. Forensics Secur., 2014

Differential Coding Using Enhanced Inter-Layer Reference Picture for the Scalable Extension of H.265/HEVC Video Codec.
IEEE Trans. Circuits Syst. Video Technol., 2014

Noise-Robust Texture Description Using Local Contrast Patterns via Global Measures.
IEEE Signal Process. Lett., 2014

Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification.
Remote. Sens., 2014

Instance based personalized multi-form image browsing and retrieval.
Multim. Tools Appl., 2014

Multimodal extraction of events and of information about the recording activity in user generated videos.
Multim. Tools Appl., 2014

Simultaneous 2D and 3D perception for stereoscopic displays based on polarized or active shutter glasses.
J. Vis. Commun. Image Represent., 2014

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates.
Ecol. Informatics, 2014

Analytical model in discrete time for cross-layer video communication over LTE.
Autom. Control. Comput. Sci., 2014

Who is the Hero? - Semi-supervised Person Re-identification in Videos.
Proceedings of the VISAPP 2014, 2014

Improved weighted prediction based color gamut scalability in SHVC.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Joint depth and texture filtering targeting MVD compression.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Salient Event Detection in Basketball Mobile Videos.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Adaptive Spatial Resolution Selection for Stereoscopic Video Compression with MV-HEVC: A Frequency Based Approach.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Adaptive reweighted compressed sensing for image compression.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

No reference image quality metric via distortion identification and multi-channel label transfer.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Texture classification using joint statistical representation in space-frequency domain with local quantized patterns.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Content adaptive depth map resampling scheme in multiview video plus depth.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Hierarchical modeling of F0 contours for voice conversion.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Incremental Learning with Support Vector Data Description.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic Object Segmentation by Quantum Cuts.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Downward spatially-scalable image reconstruction based on compressed sensing.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Backward compatible enhancement of chroma format in HEVC.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification.
Proceedings of the IEEE International Conference on Acoustics, 2014

Weighted-prediction-based color gamut scalability extension for the H.265/HEVC video codec.
Proceedings of the IEEE International Conference on Acoustics, 2014

Flexible depth map spatial resolution in depth-enhanced multiview video coding.
Proceedings of the IEEE International Conference on Acoustics, 2014

Asymmetrie luminance based filtering for stereoscopic video compression.
Proceedings of the 2014 International Conference on 3D Imaging, 2014

Row-interleaved sampling for stereoscopic video coding targeting polarized displays.
Proceedings of the 2014 International Conference on 3D Imaging, 2014

Evolutionary feature synthesis by multi-dimensional particle swarm optimization.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

Cardinal sparse partial least square feature selection and its application in face recognition.
Proceedings of the 22nd European Signal Processing Conference, 2014

Balance learning to rank in big data.
Proceedings of the 22nd European Signal Processing Conference, 2014

Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Object Recognition in 3D Point Cloud of Urban Street Scene.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Inter view motion vector prediction in multiview HEVC.
Proceedings of the 3DTV-Conference 2014: The True Vision, 2014

View synthesis quality mapping for depth-based super resolution on mixed resolution 3D video.
Proceedings of the 3DTV-Conference 2014: The True Vision, 2014

Adaptive DCT based depth map resampling for depth enhanced multiview video coding.
Proceedings of the 3DTV-Conference 2014: The True Vision, 2014

Depth-aware 3D video filtering targetting multiview video plus depth compression.
Proceedings of the 3DTV-Conference 2014: The True Vision, 2014

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition.
Adaptation, learning, and optimization 15, Springer, ISBN: 978-3-642-37845-4, 2014

2013
A Low-Complexity Bit-Plane Entropy Coding and Rate Control for 3-D DWT Based Video Coding.
IEEE Trans. Multim., 2013

Sparse/DCT (S/DCT) Two-Layered Representation of Prediction Residuals for Video Coding.
IEEE Trans. Image Process., 2013

Multiview-Video-Plus-Depth Coding Based on the Advanced Video Coding Standard.
IEEE Trans. Image Process., 2013

Nonlinear Depth Map Resampling for Depth-Enhanced 3-D Video Coding.
IEEE Signal Process. Lett., 2013

An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement.
IEEE J. Sel. Top. Signal Process., 2013

A Low-Complexity Joint Source-Channel Videocoding for 3-D DWT Codec.
J. Commun., 2013

Client-Driven Joint Cache Management and Rate Adaptation for Dynamic Adaptive Streaming over HTTP.
Int. J. Digit. Multim. Broadcast., 2013

Automatic object extraction based on quantum mechanics.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Flexible Coding Order for 3D video extension of H.265/HEVC.
Proceedings of the 30th Picture Coding Symposium, 2013

Evaluation of detailed modeling of the LP residual in statistical speech synthesis.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Voice conversion for non-parallel datasets using dynamic kernel partial least squares regression.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Speaker-specific retraining for enhanced compression of unit selection text-to-speech databases.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

A real-time simulcast multi-view wavelet video coding based on skipping of spatial subbands.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Polarimetric SAR classification using visual color features extracted over pseudo color images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A new rate distortion model for multi-view/3D video coding.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Multi-sensor fusion for sport genre classification of user generated mobile videos.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Efficient video resolution adaptation using scalable H.265/HEVC.
Proceedings of the IEEE International Conference on Image Processing, 2013

Quantum mechanics in computer vision: Automatic object extraction.
Proceedings of the IEEE International Conference on Image Processing, 2013

Coding of mixed-resolution multiview video in 3D video application.
Proceedings of the IEEE International Conference on Image Processing, 2013

Unpaired Multiview Video plus Depth compression.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Video transmission over IEEE 802.11p: Real-world measurements.
Proceedings of the IEEE International Conference on Communications, 2013



Supervised model training for overlapping sound events based on unsupervised source separation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Intra prediction mode coding for scalable HEVC.
Proceedings of the IEEE International Conference on Acoustics, 2013

Machine learning tools for content-based search in large multimedia databases.
Proceedings of the 2013 International Conference on Computer, 2013

Complete processing chain for 3D video generation using Kinect sensor.
Proceedings of the International Conference on 3D Imaging, 2013

Rate-distortion based reversible watermarking for JPEG images with quality factors selection.
Proceedings of the European Workshop on Visual Information Processing, 2013

Analysis of textural features for face biometric anti-spoofing.
Proceedings of the 21st European Signal Processing Conference, 2013

Hyperbolic particle swarm optimization with application in rational identification.
Proceedings of the 21st European Signal Processing Conference, 2013

Reduced-complexity binary search for Doppler estimation in GNSS receivers.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

Rendering stereoscopic video for simultaneous 2D and 3D presentation.
Proceedings of the 3DTV-Conference 2013: The True Vision, 2013

2012
Zero-Quantized Inter DCT Coefficient Prediction for Real-Time Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2012

Voice Conversion Using Dynamic Kernel Partial Least Squares Regression.
IEEE Trans. Speech Audio Process., 2012

Rate adaptation for dynamic adaptive streaming over HTTP in content distribution network.
Signal Process. Image Commun., 2012

Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach.
Neural Networks, 2012

An Improved Method of Detecting Edge Direction for Spatial Error Concealment.
J. Multim., 2012

LDPC FEC Code Extension for Unequal Error Protection in DVB-T2 System: Design and Evaluation.
Int. J. Digit. Multim. Broadcast., 2012

Evolutionary RBF classifier for polarimetric SAR images.
Expert Syst. Appl., 2012

An evolutionary feature synthesis approach for content-based audio retrieval.
EURASIP J. Audio Speech Music. Process., 2012

Multimodal Semantics Extraction from User-Generated Videos.
Adv. Multim., 2012

Calibration of the Marschner-Lobb Signal on CC, BCC, and FCC Lattices.
Proceedings of the 14th Eurographics Conference on Visualization, 2012

Texture denoising utilized in depth-enhanced multiview video coding.
Proceedings of the 2012 Picture Coding Symposium, 2012

Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases.
Proceedings of the Networked Digital Technologies - 4th International Conference, 2012

Sensor-Based Analysis of User Generated Video for Multi-camera Video Remixing.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Robust scene classification by Gist with angular radial partitioning.
Proceedings of the 5th International Symposium on Communications, 2012

Complexity analysis of next-generation HEVC decoder.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Ways to Implement Global Variance in Statistical Speech Synthesis.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A Two-Piece R-D Model for Hybrid Video Coding and Its Application in Fast Mode Decision.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Local linear transformation for voice conversion.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Evolutionary feature generation for content-based audio classification and retrieval.
Proceedings of the 20th European Signal Processing Conference, 2012

Multiview 3D video denoising in sliding 3D DCT domain.
Proceedings of the 20th European Signal Processing Conference, 2012

Frequency based adaptive spatial resolution selection for 3D video coding.
Proceedings of the 20th European Signal Processing Conference, 2012

Low complexity bit-plane entropy coding for 3-D DWT-based video compression.
Proceedings of the Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, 2012

Cross-asymmetric mixed-resolution 3D video compression.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

2011
Video Coding Using Spatially Varying Transform.
IEEE Trans. Circuits Syst. Video Technol., 2011

Prediction and Transmission Optimization of Video Guaranteeing a Bounded Zapping-Delay in DVB-H.
IEEE Trans. Broadcast., 2011

A generic content-based image retrieval framework for mobile devices.
Multim. Tools Appl., 2011

A Study of Bilinear Models in Voice Conversion.
J. Signal Inf. Process., 2011

Personalized long-term ECG classification: A systematic approach.
Expert Syst. Appl., 2011

Multi-dimensional particle swarm optimization in dynamic environments.
Expert Syst. Appl., 2011

Classification and retrieval on macroinvertebrate image databases.
Comput. Biol. Medicine, 2011

Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide?
Appl. Soft Comput., 2011

Coding method for embedding audio in video stream.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2011

Rate adaptation for adaptive HTTP streaming.
Proceedings of the Second Annual ACM SIGMM Conference on Multimedia Systems, 2011

Polarimetric SAR images classification using collective network of binary classifiers.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Multimodal Event Detection in User Generated Videos.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Prediction of Voice Aperiodicity Based on Spectral Representations in HMM Speech Synthesis.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Joint adaptation of spatial resolution and sample value quantization for asymmetric stereoscopic video compression: A subjective study.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Geo-Predictive error correction adaptation for broadcast services.
Proceedings of the 3rd International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2011

Prediction Signal Aided Spatially Varying Transform.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Segment duration for rate adaptation of adaptive HTTP streaming.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Fast motion estimation with dual search window for stereo 3d video encoding.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Incremental evolution of collective network of binary classifier for polarimetric SAR image classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-dimensional evolutionary feature synthesis for content-based image retrieval.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Parallel Adaptive HTTP Media Streaming.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Prediction of discrete cosine transformed coefficients in resized pixel blocks.
Proceedings of the IEEE International Conference on Acoustics, 2011

Lossless audio hiding method for synchronous audio-video coding.
Proceedings of the IEEE International Conference on Acoustics, 2011

Study of asymmetric quality between code viewd in depthin-enhanced multiview video coding.
Proceedings of the International Conference on 3D Imaging, 2011

Dynamic Queries with Relevance Feedback for Content Based Image Retrieval.
Proceedings of the Human-Computer Interaction. Design and Development Approaches, 2011

SAR imagery classification in extended feature space by Collective Network of Binary Classifiers.
Proceedings of the 19th European Signal Processing Conference, 2011

Content-based audio classification using collective network of binary classifiers.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

Collective network of evolutionary binary classifiers for content-based image retrieval.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

Audiovisual video context recognition using SVM and genetic algorithm fusion rule weighting.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

A region-dependent image matching method for image and video annotation.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010
Fractional Particle Swarm Optimization in Multidimensional Search Space.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Voice Conversion Using Partial Least Squares Regression.
IEEE Trans. Speech Audio Process., 2010

Perceptual-based quality assessment for audio-visual services: A survey.
Signal Process. Image Commun., 2010

System profiles in content-based image indexing and retrieval.
Signal Image Video Process., 2010

Perceptual color descriptor based on spatial distribution: A top-down approach.
Image Vis. Comput., 2010

Cross-Layer Optimization of DVB-T2 System for Mobile Services.
Int. J. Digit. Multim. Broadcast., 2010

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis.
Expert Syst. Appl., 2010

Adaptive image classification based on folksonomy.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Time-variable camera separation for compression of stereoscopic video.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Multi-form hierarchical representation of image categories for browsing and retrieval.
Proceedings of the 5th International Workshop on Semantic Media Adaptation and Personalization, 2010

Efficient SIMD-based implementation of adaptive filter.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Using robust viterbi algorithm and HMM-modeling in unit selection TTS to replace units of poor quality.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Maximum a posteriori voice conversion using sequential monte carlo methods.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Classification of Polarimetric SAR Images Using Evolutionary RBF Networks.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-buffer based congestion control for multicast streaming of scalable video.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

LDPC FEC code extension for unequal error protection in 2nd generation DVB systems.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Depth-level-adaptive view synthesis for 3D video.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases.
Proceedings of the International Conference on Image Processing, 2010

Congestion-aware transmission rate control using Medium Grain Scalability of Scalable Video Coding.
Proceedings of the International Conference on Image Processing, 2010

Subjective study on compressed asymmetric stereoscopic video.
Proceedings of the International Conference on Image Processing, 2010

Advanced Rate Adaption for Unicast Streaming of Scalable Video.
Proceedings of IEEE International Conference on Communications, 2010

Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization.
Proceedings of the Applications of Evolutionary Computation, 2010

Improving image quality assessment with modeling visual attention.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

2009
Video Coding With Low-Complexity Directional Adaptive Interpolation Filters.
IEEE Trans. Circuits Syst. Video Technol., 2009

Error Resilient Coding and Error Concealment in Scalable Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2009

Efficient implementation of adaptive interpolation filters for low complexity video coding.
IEEE Trans. Consumer Electron., 2009

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals.
IEEE Trans. Biomed. Eng., 2009

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization.
Neural Networks, 2009

Implementing Statistical Multiplexing in DVB-H.
Int. J. Digit. Multim. Broadcast., 2009

Statistical Time-Frequency Multiplexing of HD Video Traffic in DVB-T2.
Int. J. Digit. Multim. Broadcast., 2009

Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization.
EURASIP J. Adv. Signal Process., 2009

The Emerging MVC Standard for 3D Video Services.
EURASIP J. Adv. Signal Process., 2009

Mobile and Interactive Social Television - A virtual TV room.
Proceedings of the 10th IEEE International Symposium on a World of Wireless, 2009

Video Coding Using Spatially Varying Transform.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Low complexity algorithm for Spatially Varying Transforms.
Proceedings of the 2009 Picture Coding Symposium, 2009

Efficient hierarchical inter picture coding for H.264/AVC baseline profile.
Proceedings of the 2009 Picture Coding Symposium, 2009

Coding techniques in Multiview Video Coding and Joint Multiview Video Model.
Proceedings of the 2009 Picture Coding Symposium, 2009

Perceptual quality assessment based on visual attention analysis.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Dynamic feature weights with relevance feedback in content-based image retrieval.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Media aware FEC for Ccalable Video Coding transmission.
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

Joint Texture and Depth Map Video Coding based on the Scalable Extension of H.264/AVC.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Regionally Adaptive Filtering for Asymmetric Stereoscopic Video Coding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Parameterization of vocal fry in HMM-based speech synthesis.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

A novel technique for voice conversion based on style and content decomposition with bilinear models.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

An objective video quality metric based on spatiotemporal distortion.
Proceedings of the International Conference on Image Processing, 2009

Adaptive interpolation with flexible filter structures for video coding.
Proceedings of the International Conference on Image Processing, 2009

Video coding using Variable Block-Size Spatially Varying Transforms.
Proceedings of the IEEE International Conference on Acoustics, 2009

Merged inverse quantization and IDCT for optimized decoder implementation.
Proceedings of the 17th European Signal Processing Conference, 2009

Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Joint Video Coding and Statistical Multiplexing for Broadcasting Over DVB-H Channels.
IEEE Trans. Multim., 2008

A Generic Shape/Texture Descriptor Over Multiscale Edge Field: 2-D Walking Ant Histogram.
IEEE Trans. Image Process., 2008

Semi-Fuzzy Rate Controller for Variable Bit Rate Video.
IEEE Trans. Circuits Syst. Video Technol., 2008

Feature selection for content-based image retrieval.
Signal Image Video Process., 2008

Hybrid Modeling of Intra-DCT Coefficients for Real-Time Video Encoding.
EURASIP J. Image Video Process., 2008

Seamless handover for mobile TV over DVB-H applications.
Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, 2008

Fast encoding algorithms for video coding with adaptive interpolation filters.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Video coding with pixel-aligned directional adaptive interpolation filters.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Frame loss error concealment for multiview video coding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Evaluation of Finnish unit selection and HMM-based speech synthesis.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

On the impact of alignment on voice conversion performance.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Fast mode decision for adaptive prediction error coding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Laplacian modeling of DCT coefficients for real-time encoding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Single-loop decoding for multiview video coding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Low-complexity asymmetric multiview video coding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Picture-level adaptive filter for asymmetric stereoscopic video.
Proceedings of the International Conference on Image Processing, 2008

Video coding using pruned transforms and interleaving of multiple block.
Proceedings of the IEEE International Conference on Acoustics, 2008

Efficient calculation of adaptive interpolation filter with distortion modelling.
Proceedings of the IEEE International Conference on Acoustics, 2008

A detection algorithm for zero-quantized DCT coefficients in JPEG.
Proceedings of the IEEE International Conference on Acoustics, 2008

LSF mapping for voice conversion with very small training sets.
Proceedings of the IEEE International Conference on Acoustics, 2008

Image color content description utilizing perceptual color correlogram.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases.
IEEE Trans. Multim., 2007

Tune-in Time Reduction in Video Streaming Over DVB-H.
IEEE Trans. Broadcast., 2007

An Ordinal Co-occurrence Matrix Framework for Texture Retrieval.
EURASIP J. Image Video Process., 2007

A Directional Texture Descriptor via 2D Walking Ant Histogram.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Building a Finnish unit selection TTS system.
Proceedings of the Sixth ISCA Workshop on Speech Synthesis, 2007

Spatial and Temporal Adaptation of Interpolation Filter For Low Complexity Encoding/Decoding.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

An efficient approach for boundary based corner detection by maximizing bending ratio and curvature.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Fuzzy Joint Encoding and Statistical Multiplexing of Multiple Video Sources with Independent Quality of Services for Streaming over DVB-H.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007

Adaptive Interpolation Filter with Flexible Symmetry for Coding High Resolution High Quality Video.
Proceedings of the IEEE International Conference on Acoustics, 2007

A regionalized content-based image retrieval framework.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Automatic Object Extraction Over Multiscale Edge Field for Multimedia Retrieval.
IEEE Trans. Image Process., 2006

A generic audio classification and segmentation approach for multimedia indexing and retrieval.
IEEE Trans. Speech Audio Process., 2006

Multimedia indexing and retrieval: ever great challenges.
Multim. Tools Appl., 2006

Method for Unequal Error Protection in DVB-H for Mobile Television.
Proceedings of the IEEE 17th International Symposium on Personal, 2006

Spliced Video and Buffering Considerations for Tune-In Time Minimization in DVB-H for Mobile TV.
Proceedings of the IEEE 17th International Symposium on Personal, 2006

Delay Constrained Fuzzy Rate Control for Video Streaming over DVB-H.
Proceedings of the Second International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2006), 2006

Video Encoding and Splicing for Tune-in Time Reduction in IP Datacasting (IPDC) Over DVB-H.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Splicing and Fuzzy Rate Control in IP Multi-Protocol Encapsulator for Tune-In Time Reduction in IP Datacasting (IPDC) over DVB-H.
Proceedings of the International Conference on Image Processing, 2006

Fuzzy Rate Controller for Variable Bitrate Video in Mobile Applications.
Proceedings of IEEE International Conference on Communications, 2006

Generating H.264/AVC Compliant Bitstreams for Lightweight Decoding Operation Suitable for Mobile Multimedia Systems.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Low-Complexity Fuzzy Video Rate Controller for Streaming.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Multi-Scale Edge Detection and Object Extraction for Image Retrieval.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Dense optical flow field estimation using recursive LMS filtering.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Detection and removal of video defects using rational-based techniques.
Adv. Eng. Softw., 2005

Video rate control for streaming and local recording optimized for mobile devices.
Proceedings of the IEEE 16th International Symposium on Personal, 2005

On Datacasting of H.264/AVC over DVB-H.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Bit Allocation for Variable Bitrate Video.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Spatial error concealment based on directional decision and intra prediction.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Sub-sequence video coding for improved temporal scalability.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Block-based ordinal co-occurrence matrices for texture similarity evaluation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Visual media retrieval using transform-based layered query scheme.
Proceedings of the 2005 International Conference on Image Processing, 2005

Where to spend the bits? Efficiency of source and channel coding in MBMS.
Proceedings of the 13th European Signal Processing Conference, 2005

Hierarchical Cellular Tree: An efficient indexing method for browsing and navigation in multimedia databases.
Proceedings of the 13th European Signal Processing Conference, 2005

Content-based image indexing and retrieval framework on symbian based mobile platform.
Proceedings of the 13th European Signal Processing Conference, 2005

Mapping by adaptive threshold method for dimension reduction of content-based indexing and retrieval features.
Proceedings of the 13th European Signal Processing Conference, 2005

An accurate semi-automatic segmentation scheme based on watershed and change detection mask.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

2004
Vector rational interpolation schemes for erroneous motion field estimation applied to MPEG-2 error concealment.
IEEE Trans. Multim., 2004

Isolated regions in video coding.
IEEE Trans. Multim., 2004

Editorial.
EURASIP J. Adv. Signal Process., 2004

Texture similarity evaluation using ordinal co-occurrence.
Proceedings of the 2004 International Conference on Image Processing, 2004

Modeling and real-time auralization of electrodynamic loudspeaker non-linearities.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

DCT-Based Downscaling Effects on Color and Texture-Based Image Retrieval.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

Finite set DSP, with applications to DNA sequences.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Error Resilient Video Coding Using Unequally Protected Key Pictures.
Proceedings of the Visual Content Processing and Representation, 2003

Improved Error Concealment Using Scene Information.
Proceedings of the Visual Content Processing and Representation, 2003

MUVIS: a content-based multimedia indexing and retrieval framework.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Ordinal-based shape retrieval with relevance feedback.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Random access using isolated regions.
Proceedings of the 2003 International Conference on Image Processing, 2003

Compression effects on color and texture based multimedia indexing and retrieval.
Proceedings of the 2003 International Conference on Image Processing, 2003

Relevance feedback for shape query refinement.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Wavelet-based corner detection technique using optimal scale.
Pattern Recognit. Lett., 2002

Adaptive fuzzy order statistics-rational hybrid filters for color image processing.
Fuzzy Sets Syst., 2002

Editorial.
EURASIP J. Adv. Signal Process., 2002

Ordinal-Measure Based Shape Correspondence.
EURASIP J. Adv. Signal Process., 2002

Evaluation of shape correspondence using ordinal measures.
Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

The error concealment feature in the H.26L test model.
Proceedings of the 2002 International Conference on Image Processing, 2002

Sub-picture: ROI coding and unequal error protection.
Proceedings of the 2002 International Conference on Image Processing, 2002

Coding of faded scene transitions.
Proceedings of the 2002 International Conference on Image Processing, 2002

Sub-picture video coding for unequal error protection.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Complexity of the consistency problem for certain Post classes.
IEEE Trans. Syst. Man Cybern. Part B, 2001

2000
Multi-Level Shape Recognition Based on Wavelet-Transform Modulus Maxima.
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000

Content-based object retrieval using maximum curvature points in contour images.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Directional-rational approach for color image enhancement.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

A Weighted Distance Approach to Relevance Feedback.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A New Image Similarity Measure Based on Ordinal Correlation.
Proceedings of the 2000 International Conference on Image Processing, 2000

Shape recognition based on wavelet-transform modulus maxima.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

Wavelet based corner detection using singular value decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2000

Motion field estimation by combined vector rational and bilinear interpolation for MPEG-2 error concealment.
Proceedings of the 10th European Signal Processing Conference, 2000

Content-based description of images for retrieval in large databases: MUVIS.
Proceedings of the 10th European Signal Processing Conference, 2000

Reliable learning using post classes.
Proceedings of the 10th European Signal Processing Conference, 2000

A framework for ordinal-based image correspondence.
Proceedings of the 10th European Signal Processing Conference, 2000

Selection of natural scale in discrete wavelet domain using eigenvalues.
Proceedings of the 10th European Signal Processing Conference, 2000

Multichannel image processing using Fuzzy Vector Median-rational hybrid filters.
Proceedings of the 10th European Signal Processing Conference, 2000

The visual goodness evaluation of color-based retrieval processes.
Proceedings of the 10th European Signal Processing Conference, 2000

Nonlinear order statistic filter design: Methodologies and challenges.
Proceedings of the 10th European Signal Processing Conference, 2000

Contour-based object recognition using wavelet-transform.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Teager energy and the ambiguity function.
IEEE Trans. Signal Process., 1999

lambda-M-S filters for image restoration applications.
IEEE Trans. Image Process., 1999

Vector median-rational hybrid filters for multichannel image processing.
IEEE Signal Process. Lett., 1999

Prediction Capabilities of Boolean and Stack Filters for Lossless Image Compression.
Multidimens. Syst. Signal Process., 1999

MUVIS: a system for content-based indexing and retrieval in large image databases.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

Application of vector rational interpolation to erroneous motion field estimation of error concealment.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Hardware implementation of the median-rational hybrid filters for colour images.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A new class of multichannel image processing filters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Nonlinear Interpolators for Old Movie Restoration.
Proceedings of the 1999 International Conference on Image Processing, 1999

Programmable Hardware Implementation for the Median-Rational Hybrid Filters.
Proceedings of the 1999 International Conference on Image Processing, 1999

A Dedicated Hardware System for a Class of Nonlinear Order Statistics Rational Hybrid Filters with Applications to Image Processing.
Proceedings of the 1999 International Conference on Image Processing, 1999

Old movie restoration using rational spatial interpolators.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

Hardware implementation of the median-rational hybrid filters.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

Motion field estimation by vector rational interpolation for error concealment purposes.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Robust B-spline image modeling with application to image processing.
IEEE Trans. Image Process., 1998

Parallel watershed transformation algorithms for image segmentation.
Parallel Comput., 1998

Parallel Marker-Based Image Segmentation with Watershed Transformation.
J. Parallel Distributed Comput., 1998

Multidimensional texture characterization using moments.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Directional Unsharp Masking-Based Approach for Color Image Enhancement.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Median-Rational Hybrid Filters.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Adaptive tree-structured lattice vector quantization for video coding.
Proceedings of the 9th European Signal Processing Conference, 1998

Relationship between the Wigner-distribution and the Teager energy.
Proceedings of the 9th European Signal Processing Conference, 1998

Unsharp masking-based approach for color image processing.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
ECG data compression by spline approximation.
Signal Process., 1997

Parallel Image Component Labeling With Watershed Transformation.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Prediction Based on Boolean Filters for Multiresolution Lossless Image Compression.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Prediction based on Boolean, FIR-Boolean hybrid and stack filters for lossless image coding.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
A training framework for stack and Boolean filtering-fast optimal design procedures and robustness case study.
IEEE Trans. Image Process., 1996

Order statistics learning vector quantizer.
IEEE Trans. Image Process., 1996

Training based optimal stack filter design under structural constraints.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

A parallel marker based watershed transformation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Impulse noise removal in highly corrupted color images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Locally adaptive techniques for stack filtering.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Optimal weighted median filtering under structural constraints.
IEEE Trans. Signal Process., 1995

Fast algorithms for analyzing and designing weighted median filters.
Signal Process., 1995

Analysis of two-dimensional center weighted median filters.
Multidimens. Syst. Signal Process., 1995

An efficient watershed segmentation algorithm suitable for parallel implementation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Fast order-recursive algorithms for optimal stack filter design.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Parametric analysis of weighted order statistics filters.
IEEE Signal Process. Lett., 1994

Center weighted median filters: Some properties and their applications in image processing.
Signal Process., 1994

Adaptive L-filters with applications in signal and image processing.
Signal Process., 1994

Preface.
Signal Process., 1994

Implementation of a Distributed Watershed Algorithm.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

Parametric Analysis of Weighted Order Statistic Filters.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

An Efficient Design Method for Optimal Weighted Median Filtering.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

The PBF of One Weight Weighted Median Filters.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

A Class of Order Statistics Learning Vector Quantizers.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

Robust B-Spline Image Smoothing.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Root properties of morphological filters.
Signal Process., 1993

Weighted medians - positive Boolean functions conversion algorithms.
Signal Process., 1993

Optimal weighted median filters under structural constraints.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

1992
Root-signal sets of morphological filters and their use in variable-length BTC image coding.
J. Math. Imaging Vis., 1992

1991
On the LP which finds a MMAE stack filter.
IEEE Trans. Signal Process., 1991

Speech production and speech modelling: Proceedings of the NATO Advanced Study Institute on Speech Production and Speech Modelling, Bonas, France, 17-29 July 1989, edited by William J. Hardcastle, Department of Linguistic Science, University of Reading, Reading, UK and Alain Marchal, CNRS, Aix-en-Provence, France, NATO ASI Series D: Behavioral and Social Sciences - Volume 55. Publishers: Kluwer Academic Publishers, P.O. Box 17, 3300 AA Dordrecht, The Netherlands, 1990, xi+448 pp., ISBN 0-7923-0746-1.
Signal Process., 1991

Median Based Idempotent filters.
J. Circuits Syst. Comput., 1991

Optimal stack filtering and classical Bayes decision.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Minimum mean absolute error stack filtering with structural constraint and goals.
IEEE Trans. Acoust. Speech Signal Process., 1990

"Les filtres numériques, analyse et synthèse des filtres unidimensionnels", 3<sup>e</sup> édition, Collections techniques et scientifique des télécommunications (CNET-ENST): by R. Boite et H. Leich, Faculté Polytechnique de Mons. Publishers: Masson S.A., 120, bd Saint-Germain, 75280 Paris Cedex 06, France, 1990, 431 pages, ISBN 2-225-81884-3.
Signal Process., 1990

Minimax optimization over the class of stack filters.
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990

1989
Optimal stack filtering and the estimation and structural approaches to image processing.
IEEE Trans. Acoust. Speech Signal Process., 1989


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