Konstantinos N. Plataniotis

Orcid: 0000-0003-3647-5473

Affiliations:
  • University of Toronto, Canada


According to our database1, Konstantinos N. Plataniotis authored at least 572 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of two.
  • Erdős number3 of three.

Timeline

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Bibliography

2024
The Executive Summary of Our Society's Strategic Plan [President's Message].
IEEE Signal Process. Mag., September, 2024

Incipit [President's Message].
IEEE Signal Process. Mag., July, 2024

CLSA: Contrastive-Learning-Based Survival Analysis for Popularity Prediction in MEC Networks.
IEEE Internet Things J., February, 2024

Recurrent neural network and federated learning based channel estimation approach in mmWave massive MIMO systems.
Trans. Emerg. Telecommun. Technol., January, 2024

HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments.
Pattern Recognit. Lett., 2024

Enhancing security for physical layer communication in RIS-aided MIMO-NOMA systems in the presence of an eavesdropper.
Phys. Commun., 2024

Active Inference and Reinforcement Learning: A Unified Inference on Continuous State and Action Spaces Under Partial Observability.
Neural Comput., 2024

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios.
CoRR, 2024

Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model.
CoRR, 2024

Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks.
CoRR, 2024

GSTAM: Efficient Graph Distillation with Structural Attention-Matching.
CoRR, 2024

Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection.
CoRR, 2024

Prioritize Alignment in Dataset Distillation.
CoRR, 2024

Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models.
CoRR, 2024

Comp4D: LLM-Guided Compositional 4D Scene Generation.
CoRR, 2024

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images.
CoRR, 2024

FedD2S: Personalized Data-Free Federated Knowledge Distillation.
CoRR, 2024

NYCTALE: Neuro-Evidence Transformer for Adaptive and Personalized Lung Nodule Invasiveness Prediction.
CoRR, 2024

Multi-content time-series popularity prediction with Multiple-model Transformers in MEC networks.
Ad Hoc Networks, 2024

Leveraging Electric Network Frequency Estimation for Audio Authentication.
IEEE Access, 2024

The Need for Speed: Pruning Transformers with One Recipe.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Adapting to Distribution Shift by Visual Domain Prompt Generation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

MoFLeuR: Motion-based Federated Learning Gesture Recognition.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

FedDist-POIRec: Federated Distillation for Point-Of-Interest Recommendation in Human Mobility Prediction.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

Digital AirComp-Assisted Federated Edge Learning with Adaptive Quantization.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

FedStar Caching: Decision Center Assisted Federated Cooperative Edge Caching.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

Towards Collaborative Multimodal Federated Learning for Human Activity Recognition in Smart Workplace Environments.
Proceedings of the IEEE International Conference on Acoustics, 2024

ProbMCL: Simple Probabilistic Contrastive Learning for Multi-Label Visual Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

Persota FL: A Robust-to-Noise Personalized Over the Air Federated Learning for Human Activity Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2024

AQF: Assessing the Quality of Hyperspectral Reconstruction with a Learnable Metric.
Proceedings of the IEEE International Conference on Acoustics, 2024

Hyperspectral Skin Vision Challenge: Can Your Camera See Beyond Your Skin?
Proceedings of the IEEE International Conference on Acoustics, 2024

A Robust Quantile Huber Loss with Interpretable Parameter Adjustment in Distributional Reinforcement Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024

EX-DRL: Hedging Against Heavy Losses with EXtreme Distributional Reinforcement Learning.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams.
Proceedings of the Computer Vision - ECCV 2024, 2024

Data-to-Model Distillation: Data-Efficient Learning Framework.
Proceedings of the Computer Vision - ECCV 2024, 2024

ATOM: Attention Mixer for Efficient Dataset Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Test-Time Personalization with Meta Prompt for Gaze Estimation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Kernel Method to Nonlinear Location Estimation With RSS-Based Fingerprint.
IEEE Trans. Mob. Comput., August, 2023

Federated Learning and Blockchain-Enabled Fog-IoT Platform for Wearables in Predictive Healthcare.
IEEE Trans. Comput. Soc. Syst., August, 2023

Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning.
IEEE J. Biomed. Health Informatics, May, 2023

Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning☆.
Neurocomputing, April, 2023

Multi-UAV Placement and User Association in Uplink MIMO Ultra-Dense Wireless Networks.
IEEE Trans. Mob. Comput., March, 2023

Interpretation for Variational Autoencoder Used to Generate Financial Synthetic Tabular Data.
Algorithms, February, 2023

Graph Federated Learning for CIoT Devices in Smart Home Applications.
IEEE Internet Things J., 2023

The odyssey to next-generation computers: cognitive computers (κC) inspired by the brain and powered by intelligent mathematics.
Frontiers Comput. Sci., 2023

Editorial: Deep neural computing for advanced automotive system applications.
Frontiers Comput. Sci., 2023

End-to-End Supervised Multilabel Contrastive Learning.
CoRR, 2023

Computational Pathology: A Survey Review and The Way Forward.
CoRR, 2023

Distillation and Ordinary Federated Learning Actor-Critic Algorithms in Heterogeneous UAV-Aided Networks.
IEEE Access, 2023

A Conformal Leaky-Wave Antenna Design for IoMT-Based WBANs.
IEEE Access, 2023

DL4ALL: Multi-Task Cross-Dataset Transfer Learning for Acute Lymphoblastic Leukemia Detection.
IEEE Access, 2023

Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cross Attention-based Fusion of Deep and Radiomics Features for Lung Nodule Invasiveness Prediction.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

CoPo: Self-supervised Contrastive Learning for Popularity Prediction in MEC Networks.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

DataDAM: Efficient Dataset Distillation with Attention Matching.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A New Probabilistic Distance Metric with Application in Gaussian Mixture Reduction.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Unified Uncertainty-Aware Exploration: Combining Epistemic and Aleatory Uncertainty.
Proceedings of the IEEE International Conference on Acoustics, 2023

Spatio-Temporal Hybrid Fusion of CAE and SWin Transformers for Lung Cancer Malignancy Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2023

ViT-Cat: Parallel Vision Transformers With Cross Attention Fusion for Popularity Prediction in MEC Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

Pseudo-Inverted Bottleneck Convolution for Darts Search Space.
Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-Model Federated Learning Optimization Based on Multi-Agent Reinforcement Learning.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022
RSSdata_HumanHuman.
Dataset, May, 2022

DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection.
IEEE Trans. Signal Process., 2022

Secure Sampled-Data Observer-Based Control for Wind Turbine Oscillation Under Cyber Attacks.
IEEE Trans. Smart Grid, 2022

Fault-Tolerant Periodic Event-Triggered Consensus Under Communication Delay and Multiple Attacks.
IEEE Syst. J., 2022

Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation.
Sensors, 2022

Networking Systems of AI: On the Convergence of Computing and Communications.
IEEE Internet Things J., 2022

Three-Dimensional Multi-UAV Placement and Resource Allocation for Energy-Efficient IoT Communication.
IEEE Internet Things J., 2022

Single- and Multiagent Actor-Critic for Initial UAV's Deployment and 3-D Trajectory Design.
IEEE Internet Things J., 2022

Relaying Data With Joint Optimization of Energy and Delay in Cluster-Based UAV-Assisted VANETs.
IEEE Internet Things J., 2022

Joint Transmission Scheme and Coded Content Placement in Cluster-Centric UAV-Aided Cellular Networks.
IEEE Internet Things J., 2022

Secure Throughput Optimization for Cache-Enabled Multi-UAVs Networks.
IEEE Internet Things J., 2022

Public-Key Reinforced Blockchain Platform for Fog-IoT Network System Administration.
IEEE Internet Things J., 2022

AKF-SR: Adaptive Kalman filtering-based successor representation.
Neurocomputing, 2022

An intrinsically motivated learning algorithm based on Bayesian surprise for cognitive radar in autonomous vehicles.
Frontiers Comput. Sci., 2022

A Bayesian Surprise Approach in Designing Cognitive Radar for Autonomous Driving.
Entropy, 2022

Combining information-seeking exploration and reward maximization: Unified inference on continuous state and action spaces under partial observability.
CoRR, 2022

Error-Aware Spatial Ensembles for Video Frame Interpolation.
CoRR, 2022

Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark.
CoRR, 2022

Communication-Efficient Federated Learning for Hybrid VLC/RF Indoor Systems.
IEEE Access, 2022

Epidemic Exposure Tracking With Wearables: A Machine Learning Approach to Contact Tracing.
IEEE Access, 2022

A Q-Learning Approach for Real-Time NOMA Scheduling of Medical Data in UAV-Aided WBANs.
IEEE Access, 2022

Surprise Minimizing Multi-Agent Learning with Energy-based Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Subclass Knowledge Distillation with Known Subclass Labels.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Efficient Hyperspectral Reconstruction from RGB Images with Line-Pixel Deconvolution.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Feasibility Study of Stress Detection with Machine Learning through EDA from Wearable Devices.
Proceedings of the IEEE International Conference on Communications, 2022

TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Histokt: Cross Knowledge Transfer in Computational Pathology.
Proceedings of the IEEE International Conference on Acoustics, 2022

Hierarchical Deep Learning Model with Inertial and Physiological Sensors Fusion for Wearable-Based Human Activity Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

Exploiting Explainable Metrics for Augmented SGD.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Fusion of Wavelet-based and Unsupervised Machine Learning Method for Artifacts Removal in Electrodermal Activity Signal.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Recent Breakthroughs in Cognitive Informatics and Cognitive Computing towards Autonomous AI (Plenary Panel Report-I of IEEE ICCI*CC'22).
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

Are you Surprised? The Role of Contextual Surprise in Designing Autonomous Systems.
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

2021

Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications.
IEEE Signal Process. Mag., 2021

Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors].
IEEE Signal Process. Mag., 2021

COVID-19 and Your Smartphone: BLE-Based Smart Contact Tracing.
IEEE Syst. J., 2021

Smartphone-Based Wellness Assessment Using Mobile Environmental Sensors.
IEEE Syst. J., 2021

MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction.
Pattern Recognit., 2021

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains.
Int. J. Comput. Vis., 2021

Towards a theoretical framework of autonomous systems underpinned by intelligence and systems sciences.
IEEE CAA J. Autom. Sinica, 2021

COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans.
Frontiers Artif. Intell., 2021

P4AI: Approaching AI Ethics through Principlism.
CoRR, 2021

NoFADE: Analyzing Diminishing Returns on CO2 Investment.
CoRR, 2021

Towards Robust and Automatic Hyper-Parameter Tunning.
CoRR, 2021

CAE-Transformer: Transformer-based Model to Predict Invasiveness of Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D CT Scans.
CoRR, 2021

Robust Automated Framework for COVID-19 Disease Identification from a Multicenter Dataset of Chest CT Scans.
CoRR, 2021

On the Efficiency of Subclass Knowledge Distillation in Classification Tasks.
CoRR, 2021

COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans.
CoRR, 2021

Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network.
CoRR, 2021

TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution.
CoRR, 2021

Deep Learning and Machine Vision for Food Processing: A Survey.
CoRR, 2021

On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS).
CoRR, 2021

Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19.
IEEE Commun. Mag., 2021

Sub-Decimeter VLC 3D Indoor Localization With Handover Probability Analysis.
IEEE Access, 2021

Streaming Compression Multimedia Data over WMSNs based on Fairness Cluster-based Routing Protocol.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

CONetV2: Efficient Auto-Channel Size Optimization for CNNs.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

In Search of Probeable Generalization Measures.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans And Clinical/Demographic Data.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Probeable DARTS with Application to Computational Pathology.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

SVEA: A Small-scale Benchmark for Validating the Usability of Post-hoc Explainable AI Solutions in Image and Signal Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

CONet: Channel Optimization for Convolutional Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Ada-Sise: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Integrated Grad-Cam: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks Via Integrated Gradient-Based Scoring.
Proceedings of the IEEE International Conference on Acoustics, 2021

Makf-Sr: Multi-Agent Adaptive Kalman Filtering-Based Successor Representations.
Proceedings of the IEEE International Conference on Acoustics, 2021

Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19 Disease Identification From Chest Ct Scans Using Capsule Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Bluetooth Low Energy and CNN-Based Angle of Arrival Localization in Presence of Rayleigh Fading.
Proceedings of the IEEE International Conference on Acoustics, 2021

Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

Reconsidering CO2 Emissions From Computer Vision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2021

Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology.
IEEE Trans. Medical Imaging, 2020

Convolutional Deblurring for Natural Imaging.
IEEE Trans. Image Process., 2020

BayesCap: A Bayesian Approach to Brain Tumor Classification Using Capsule Networks.
IEEE Signal Process. Lett., 2020

BLE Beacons for Indoor Positioning at an Interactive IoT-Based Smart Museum.
IEEE Syst. J., 2020

Smart Parking System Based on Bluetooth Low Energy Beacons With Particle Filtering.
IEEE Syst. J., 2020

COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images.
Pattern Recognit. Lett., 2020

BLE Beacons in the Smart City: Applications, Challenges, and Research Opportunities.
IEEE Internet Things Mag., 2020

Memoryless Techniques and Wireless Technologies for Indoor Localization With the Internet of Things.
IEEE Internet Things J., 2020

Improving BLE Beacon Proximity Estimation Accuracy Through Bayesian Filtering.
IEEE Internet Things J., 2020

An Experimental Framework for Wellness Assessment Using the Internet of Things.
IEEE Internet Comput., 2020

Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications.
CoRR, 2020

COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning.
CoRR, 2020

Energy-based Surprise Minimization for Multi-Agent Value Factorization.
CoRR, 2020

Evolve To Control: Evolution-based Soft Actor-Critic for Scalable Reinforcement Learning.
CoRR, 2020

Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach.
CoRR, 2020

Smartphone-based Wellness Assessment Using Mobile Environmental Sensor.
CoRR, 2020

AdaS: Adaptive Scheduling of Stochastic Gradients.
CoRR, 2020

How Much Off-The-Shelf Knowledge Is Transferable From Natural Images To Pathology Images?
CoRR, 2020

MM-KTD: Multiple Model Kalman Temporal Differences for Reinforcement Learning.
IEEE Access, 2020

Bayesian Surprise in Linear Gaussian Dynamic Systems: Revisiting State Estimation.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Tripartite Theory of Trustworthiness for Autonomous Systems.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Bluetooth Low Energy-based Angle of Arrival Estimation in Presence of Rayleigh Fading.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Stain Style Transfer of Histopathology Images via Structure-Preserved Generative Learning.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

Non-Gaussian BLE-Based Indoor Localization Via Gaussian Sum Filtering Coupled with Wasserstein Distance.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

MDR-SURV: A Multi-Scale Deep Learning-Based Radiomics for Survival Prediction in Pulmonary Malignancies.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Bluetooth Low Energy-based Angle of Arrival Estimation via Switch Antenna Array for Indoor Localization.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

IoT-TD: IoT Dataset for Multiple Model BLE-based Indoor Localization/Tracking.
Proceedings of the 28th European Signal Processing Conference, 2020

Orientation-Matched Multiple Modeling for RSSI-based Indoor Localization via BLE Sensors.
Proceedings of the 28th European Signal Processing Conference, 2020

BoostCaps: A Boosted Capsule Network for Brain Tumor Classification.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

On Transferability of Histological Tissue Labels in Computational Pathology.
Proceedings of the Computer Vision - ECCV 2020, 2020

All at Once: Temporally Adaptive Multi-frame Interpolation with Advanced Motion Modeling.
Proceedings of the Computer Vision - ECCV 2020, 2020

Distributed Hybrid Kalman Temporal Differences for Reinforcement Learning.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

The Cognitive and Mathematical Foundations of Analytic Epidemiology.
Proceedings of the 19th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2020

2019
Kidney Detection in 3-D Ultrasound Imagery via Shape-to-Volume Registration Based on Spatially Aligned Neural Network.
IEEE J. Biomed. Health Informatics, 2019

Encoding Visual Sensitivity by MaxPol Convolution Filters for Image Sharpness Assessment.
IEEE Trans. Image Process., 2019

PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition.
IEEE Trans. Inf. Forensics Secur., 2019

High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task.
IEEE Trans. Hum. Mach. Syst., 2019

Images of the Athenian Sun: Highlights From ICIP 2018 in Greece [Conference Highlights].
IEEE Signal Process. Mag., 2019

Lung Cancer Radiomics: Highlights from the IEEE Video and Image Processing Cup 2018 Student Competition [SP Competitions].
IEEE Signal Process. Mag., 2019

From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and opportunities.
IEEE Signal Process. Mag., 2019

STUPEFY: Set-Valued Box Particle Filtering for Bluetooth Low Energy-Based Indoor Localization.
IEEE Signal Process. Lett., 2019

Sample-based adaptive Kalman filtering for accurate camera pose tracking.
Neurocomputing, 2019

On the Closed Form Expression of Elementary Symmetric Polynomials and the Inverse of Vandermonde Matrix.
CoRR, 2019

Discriminative Pattern Mining for Breast Cancer Histopathology Image Classification via Fully Convolutional Autoencoder.
IEEE Access, 2019

Event-Triggered Monitoring/Communication of Inertial Measurement Unit for IoT Applications.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Gaussian Mixture-based Indoor Localization via Bluetooth Low Energy Sensors.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Capsule Networks' Interpretability for Brain Tumor Classification Via Radiomics Analyses.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Belief Condensation Filtering for RSSI-Based State Estimation in Indoor Localization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Capsule Networks for Brain Tumor Classification Based on MRI Images and Coarse Tumor Boundaries.
Proceedings of the IEEE International Conference on Acoustics, 2019

Multiple Model BLE-based Tracking via Validation of RSSI Fluctuations under Different Conditions.
Proceedings of the 22th International Conference on Information Fusion, 2019

Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Remote Environment Exploration with Drone Agent and Haptic Force Feedback.
Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019

On Autonomous Systems: From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence.
Proceedings of the 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2019

2018
Distributed-Graph-Based Statistical Approach for Intrusion Detection in Cyber-Physical Systems.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Guest Editorial Distributed Signal Processing for Security and Privacy in Networked Cyber-Physical Systems.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Signal Processing and the Internet of Things [From the Guest Editors].
IEEE Signal Process. Mag., 2018

Microlocation for Smart Buildings in the Era of the Internet of Things: A Survey of Technologies, Techniques, and Approaches.
IEEE Signal Process. Mag., 2018

Wasserstein-Distance-Based Gaussian Mixture Reduction.
IEEE Signal Process. Lett., 2018

Ternary-Event-Based State Estimation With Joint Point, Quantized, and Set-Valued Measurements.
IEEE Signal Process. Lett., 2018

3-D Object Localization in Smart Homes: A Distributed Sensor and Video Mining Approach.
IEEE Syst. J., 2018

Face recognition using a new compressive sensing-based feature extraction method.
Multim. Tools Appl., 2018

Noncircular Attacks on Phasor Measurement Units for State Estimation in Smart Grid.
IEEE J. Sel. Top. Signal Process., 2018

Capsule Networks for Brain Tumor Classification based on MRI Images and Course Tumor Boundaries.
CoRR, 2018

From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities.
CoRR, 2018

Improved Explainability of Capsule Networks: Relevance Path by Agreement.
CoRR, 2018

Similarity-Based Multiple Model Adaptive Estimation.
IEEE Access, 2018

Image Sharpness Metric Based on Maxpol Convolution Kernels.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

CARISI: Convolutional Autoencoder-Based Inter-Slice Interpolation of Brain Tumor Volumetric Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Brain Tumor Type Classification via Capsule Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Event-Triggered Particle Filtering Via Diffusion Strategies for Distributed Estimation in Autonomous Systems.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Improved Explainability of Capsule Networks: Relevance Path by Agreement.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Enhanced Indoor Navigation System with Beacons and Kalman Filters.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
Indoor Positioning with Wireless Local Area Networks (WLAN).
Proceedings of the Encyclopedia of GIS., 2017

Event-Based Estimation With Information-Based Triggering and Adaptive Update.
IEEE Trans. Signal Process., 2017

An Automated Approach for Kidney Segmentation in Three-Dimensional Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2017

Circular Mixture Modeling of Color Distribution for Blind Stain Separation in Pathology Images.
IEEE J. Biomed. Health Informatics, 2017

Derivative Kernels: Numerics and Applications.
IEEE Trans. Image Process., 2017

Adaptive Kalman Filtering by Covariance Sampling.
IEEE Signal Process. Lett., 2017

Finite Differences in Forward and Inverse Imaging Problems: MaxPol Design.
SIAM J. Imaging Sci., 2017

Human gait recognition from motion capture data in signature poses.
IET Biom., 2017

Wireless noise prevention for mobile agents in smart home.
Proceedings of the IEEE International Conference on Communications, 2017

Computational scratch assay - A new frontier for image analysis: Preliminary study of multi-cellular segmentation.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Interactive Gaussian-sum filtering for estimating systematic risk in financial econometrics.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Improper Complex-Valued Bhattacharyya Distance.
IEEE Trans. Neural Networks Learn. Syst., 2016

Toward a No-Reference Image Quality Assessment Using Statistics of Perceptual Color Descriptors.
IEEE Trans. Image Process., 2016

Computer-Assisted 3-D Ultrasound Probe Placement for Emergency Healthcare Applications.
IEEE Trans. Ind. Informatics, 2016

Separable Common Spatio-Spectral Patterns for Motor Imagery BCI Systems.
IEEE Trans. Biomed. Eng., 2016

Smart Driver Monitoring: When Signal Processing Meets Human Factors: In the driver's seat.
IEEE Signal Process. Mag., 2016

Classifier ensemble generation and selection with multiple feature representations for classification applications in computer-aided detection and diagnosis on mammography.
Expert Syst. Appl., 2016

Secure estimation against complex-valued attacks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Affective states classification using EEG and semi-supervised deep learning approaches.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Widely-linear Gaussian sum filter.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Shape-included label-consistent discriminative dictionary learning: An approach to detect and segment multi-class objects in images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Color texture representation using circular-processing based Hue-LBP for histo-pathology image analysis.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

EEG-based affect states classification using Deep Belief Networks.
Proceedings of the Digital Media Industry & Academic Forum, 2016

Integrated OPM wireless for Smart Home.
Proceedings of the Digital Media Industry & Academic Forum, 2016

Network coding in internet of things.
Proceedings of the 21st IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2016

2015
An Accurate Kernelized Energy Detection in Gaussian and non-Gaussian/Impulsive Noises.
IEEE Trans. Signal Process., 2015

Improper Complex-Valued Multiple-Model Adaptive Estimation.
IEEE Trans. Signal Process., 2015

Distributed Widely Linear Multiple-Model Adaptive Estimation.
IEEE Trans. Signal Inf. Process. over Networks, 2015

Towards a Full-Reference Quality Assessment for Color Images Using Directional Statistics.
IEEE Trans. Image Process., 2015

A Complete Color Normalization Approach to Histopathology Images Using Color Cues Computed From Saturation-Weighted Statistics.
IEEE Trans. Biomed. Eng., 2015

Complex-Valued Gaussian Sum Filter for Nonlinear Filtering of Non-Gaussian/Non-Circular Noise.
IEEE Signal Process. Lett., 2015

Structure-Induced Complex Kalman Filter for Decentralized Sequential Bayesian Estimation.
IEEE Signal Process. Lett., 2015

<i>Editorial: In Memoriam</i>: Anastasios (Tas) N. Venetsanopoulos.
Signal Image Video Process., 2015

2DLDA as matrix-variate formulation of a separable 1DLDA.
Pattern Recognit. Lett., 2015

Color model comparative analysis for breast cancer diagnosis using H and E stained images.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Diagnostic color estimation of tissue components in pathology images via von Mises mixture model.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Sparse tensor recovery via combined first and second order high-accuracy total variation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Binomial classification based on DLENE features in sparse representation: Application in kidney detection in 3D ultrasound.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Accurate kernel-based spectrum sensing for Gaussian and non-Gaussian noise models.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Blind stain decomposition for histo-pathology images using circular nature of chroma components.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Subject independent affective states classification using EEG signals.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Atlas-based segmentation of abdominal organs in 3D ultrasound, and its application in automated kidney segmentation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Compressive-Sampling-Based Positioning in Wireless Body Area Networks.
IEEE J. Biomed. Health Informatics, 2014

High-Accuracy Total Variation With Application to Compressed Video Sensing.
IEEE Trans. Image Process., 2014

Intra-Class Variation Reduction Using Training Expression Images for Sparse Representation Based Facial Expression Recognition.
IEEE Trans. Affect. Comput., 2014

Markovian-based framework for cooperative channel selection in cognitive radio networks.
IET Commun., 2014

Level-set based free fluid segmentation with improved initialization using region growing in 3D ultrasound sonography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

Perceptual color difference assessment using histogram distance on hue histogram descriptor.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Ranking 2DLDA features based on fisher discriminance.
Proceedings of the IEEE International Conference on Acoustics, 2014

Towards a novel perceptual color difference metric using circular processing of hue components.
Proceedings of the IEEE International Conference on Acoustics, 2014

Shape-based kidney detection and segmentation in three-dimensional abdominal ultrasound images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
High-Accuracy Total Variation for Compressed Video Sensing.
CoRR, 2013

A multi-steps segmentation approach for 3D ultrasound images using the combination of 3D-Snake and Level-Set.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Face detection in mobile phones using Co-occurrence of adjacent Local Binary Patterns.
Proceedings of the IEEE International Conference on Acoustics, 2013

Regularized LDA based on separable scatter matrices for classification of spatio-spectral EEG patterns.
Proceedings of the IEEE International Conference on Acoustics, 2013

Separable common spatio-spectral pattern algorithm for classification of EEG signals.
Proceedings of the IEEE International Conference on Acoustics, 2013

Using color texture sparsity for facial expression recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Denoising 3D ultrasound volumes using sparse representation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Biometric Encryption: Creating a Privacy-Preserving 'Watch-List' Facial Recognition System.
Proceedings of the Security and Privacy in Biometrics, 2013

2012
Face Feature Weighted Fusion Based on Fuzzy Membership Degree for Video Face Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Local Color Vector Binary Patterns From Multichannel Face Images for Face Recognition.
IEEE Trans. Image Process., 2012

Color Local Texture Features for Color Face Recognition.
IEEE Trans. Image Process., 2012

Tractable Bound for Spherical Section Property in the Presence of Side-Information.
IEEE Signal Process. Lett., 2012

Lossless compression of HDR color filter array image for the digital camera pipeline.
Signal Process. Image Commun., 2012

Heteroscedastic linear feature extraction based on sufficiency conditions.
Pattern Recognit., 2012

Secure joint source-channel coding with interference known at the transmitter.
IET Commun., 2012

Compressed Sensing Recoverability In Imaging Modalities
CoRR, 2012

Affect recognition using EEG signal.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Temporal derivatives in compressed video sensing.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

A novel high dynamic range image compression scheme of color filter array data for the digital camera pipeline.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Effect of displayed contrast on perceptual 3D video quality.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Cyclic orthogonal codes in CDMA-based asynchronous Wireless Body Area Networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A heteroscedastic extension of LDA based on multi-class matusita affinity.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A novel eye region based privacy protection scheme.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A time-varying Gaussian model for the complex-valued EEG spectrum during mental imagery tasks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A Bayes optimal matrix-variate LDA for extraction of spatio-spectral features from EEG signals.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Combining multiple feature representations and AdaBoost ensemble learning for reducing false-positive detections in Computer-aided Detection of masses on mammograms.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Biometrics: Terms and Definitions.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

Wide-Band Collaborative Spectrum Search Strategy for Cognitive Radio Networks.
IEEE Trans. Signal Process., 2011

On the Energy Efficiency of LT Codes in Proactive Wireless Sensor Networks.
IEEE Trans. Signal Process., 2011

Collaborative Face Recognition for Improved Face Annotation in Personal Photo Collections Shared on Online Social Networks.
IEEE Trans. Multim., 2011

Energy Efficiency and Reliability in Wireless Biomedical Implant Systems.
IEEE Trans. Inf. Technol. Biomed., 2011

Boosting Color Feature Selection for Color Face Recognition.
IEEE Trans. Image Process., 2011

Adaptive Demodulation in Differentially Coherent Phase Systems: Design and Performance Analysis.
IEEE Trans. Commun., 2011

A survey of multilinear subspace learning for tensor data.
Pattern Recognit., 2011

A comparative study of preprocessing mismatch effects in color image based face recognition.
Pattern Recognit., 2011

Green modulations in energy-constrained wireless sensor networks.
IET Commun., 2011

Co-Occurrence of Local Binary Patterns Features for Frontal Face Detection in Surveillance Applications.
EURASIP J. Image Video Process., 2011

Optimum Relay Scheme in a Secure Two-Hop Amplify and Forward Cooperative Communication System
CoRR, 2011

Secure Hybrid Digital-Analog Coding With Side Information at the Receiver
CoRR, 2011

Collaborative channel search in cognitive radio networks.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Secure hybrid digital-analog Wyner-Ziv coding.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Raptor codes in wireless body area networks.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Contribution of Non-scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage.
Proceedings of the Digital Forensics and Watermarking - 10th International Workshop, 2011

Effect of brightness on the quality of visual 3D perception.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Local color vector binary pattern for face recognition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A hidden Markov model-based methodology for intra-field video deinterlacing.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Statistical characterization of complex-valued EEG spectrum during mental imagery tasks.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Privacy Enhancing Solutions for Personal Information Based Multimedia Content Sharing.
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

A Novel Cyclic Shift Interleaver Design for Linearly Precoded OFDM Systems.
IEEE Trans. Wirel. Commun., 2010

Widely linear MMSE receivers for linear dispersion space-time block-codes.
IEEE Trans. Wirel. Commun., 2010

Irregular Convolutional Codes in Multiantenna Bit-Interleaved Coded Modulation Under Iterative Detection and Decoding.
IEEE Trans. Veh. Technol., 2010

An Analysis of Random Projection for Changeable and Privacy-Preserving Biometric Verification.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Intelligent Dynamic Radio Tracking in Indoor Wireless Local Area Networks.
IEEE Trans. Mob. Comput., 2010

Fuzzy key binding strategies based on quantization index modulation (QIM) for biometric encryption (BE) applications.
IEEE Trans. Inf. Forensics Secur., 2010

Automatic Face Annotation in Personal Photo Collections Using Context-Based Unsupervised Clustering and Face Information Fusion.
IEEE Trans. Circuits Syst. Video Technol., 2010

Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting.
IEEE Trans. Biomed. Eng., 2010

MAP-based image tag recommendation using a visual folksonomy.
Pattern Recognit. Lett., 2010

Secure Joint Source-Channel Coding With Side Information
CoRR, 2010

Detecting the Defective Nodes in Wireless Sensor Networks Using the Nonlinear Consensus of Median.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Fast Edge-guided Interpolation of Color Images.
Proceedings of the SIGMAP 2010, 2010

Privacy-Preserving Watch List Screening in Video Surveillance System.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Spatio-spectral sufficient statistic for mental imagery EEG signals.
Proceedings of the International Joint Conference on Neural Networks, 2010

The effect of finite sample size on the holdout error probability estimator of homoscedastic multi-class Gaussian classification problems.
Proceedings of the International Joint Conference on Neural Networks, 2010

Face annotation for online personal videos using color feature fusion based face recognition.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Frontal face detection for surveillance purposes using dual Local Binary Patterns features.
Proceedings of the International Conference on Image Processing, 2010

Using colour local binary pattern features for face recognition.
Proceedings of the International Conference on Image Processing, 2010

Directional image interpolation with ANOVA methodology.
Proceedings of the International Conference on Image Processing, 2010

Linear feature extraction using sufficient statistic.
Proceedings of the IEEE International Conference on Acoustics, 2010

Weakly trained dual features extraction based detector for frontal face detection.
Proceedings of the IEEE International Conference on Acoustics, 2010

Two-stage spectrum detection in cognitive radio networks.
Proceedings of the IEEE International Conference on Acoustics, 2010

Improving classification performance of linear feature extraction algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2010

Green modulation in dense Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Acoustics, 2010

Enhanced weakly trained frontal face detector for surveillance purposes.
Proceedings of the FUZZ-IEEE 2010, 2010

Color component feature selection in feature-level fusion based color face recognition.
Proceedings of the FUZZ-IEEE 2010, 2010

Visualization and clustering of crowd video content in MPCA subspace.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Automatic landmark detection for 3D face image processing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Fuzzy Vector Filters for cDNA Microarray Image Processing.
Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009

Color Face Recognition for Degraded Face Images.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Uncorrelated Multilinear Principal Component Analysis for Unsupervised Multilinear Subspace Learning.
IEEE Trans. Neural Networks, 2009

Uncorrelated Multilinear Discriminant Analysis With Regularization and Aggregation for Tensor Object Recognition.
IEEE Trans. Neural Networks, 2009

Content sharing between home networks by using personal information and associated fuzzy vault scheme.
IEEE Trans. Consumer Electron., 2009

A Biometric Encryption System for the Self-Exclusion Scenario of Face Recognition.
IEEE Syst. J., 2009

Gaussian kernel optimization for pattern classification.
Pattern Recognit., 2009

Boosting Discriminant Learners for Gait Recognition Using MPCA Features.
EURASIP J. Image Video Process., 2009

Green Modulation in Proactive Wireless Sensor Networks
CoRR, 2009

Semantic annotation of personal video content using an image folksonomy.
Proceedings of the International Conference on Image Processing, 2009

Fourier-based Rotation Invariant image features.
Proceedings of the International Conference on Image Processing, 2009

Image compression mismatch effect on color image based face recognition system.
Proceedings of the International Conference on Image Processing, 2009

A Karnaugh map {2, 2} secret sharing scheme for color images.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Face recognition with biometric encryption for privacy-enhancing self-exclusion.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Face annotation for personal photos using collaborative face recognition in online social networks.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

A new stochastic estimator for tremor frequency tracking.
Proceedings of the IEEE International Conference on Acoustics, 2009

On conversion from color to gray-scale images for face detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Privacy Protection in Video Surveillance Systems Using Scalable Video Coding.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Image Secret Sharing.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Color Image Filtering and Enhancement.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Digital Camera Image Processing.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Indoor Positioning with Wireless Local Area Networks (WLAN).
Proceedings of the Encyclopedia of GIS., 2008

MPCA: Multilinear Principal Component Analysis of Tensor Objects.
IEEE Trans. Neural Networks, 2008

H.264-Based Compression of Bayer Pattern Video Sequences.
IEEE Trans. Circuits Syst. Video Technol., 2008

Signal processing letters: Charting a new course [Society News].
IEEE Signal Process. Mag., 2008

Kernel quadratic discriminant analysis for small sample size problem.
Pattern Recognit., 2008

Color in Image and Video Processing.
EURASIP J. Image Video Process., 2008

Color in Image and Video Processing: Most Recent Trends and Future Research Directions.
EURASIP J. Image Video Process., 2008

Analysis of Human Electrocardiogram for Biometric Recognition.
EURASIP J. Adv. Signal Process., 2008

A Full-Body Layered Deformable Model for Automatic Model-Based Gait Recognition.
EURASIP J. Adv. Signal Process., 2008

Hierarchical Fuzzy Feature Similarity Combination for Presentation Slide Retrieval.
EURASIP J. Adv. Signal Process., 2008

Advanced Signal Processing and Pattern Recognition Methods for Biometrics.
EURASIP J. Adv. Signal Process., 2008

Face annotation for personal photos using context-assisted face recognition.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Content Sharing Based on Personal Information in Virtually Secured Space.
Proceedings of the Digital Watermarking, 7th International Workshop, 2008

Color Effect on the Face Recognition with Spatial Resolution Constraints.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Uncorrelated multilinear principal component analysis through successive variance maximization.
Proceedings of the Machine Learning, 2008

Coding and encryption of visual objects for privacy protected surveillance.
Proceedings of the International Conference on Image Processing, 2008

A second generation Visual Secret Sharing scheme for color images.
Proceedings of the International Conference on Image Processing, 2008

Sensor selection for mitigation of RSS-based attacks in wireless local area network positioning.
Proceedings of the IEEE International Conference on Acoustics, 2008

Algebraic visual cryptography scheme for color images.
Proceedings of the IEEE International Conference on Acoustics, 2008

Maximum likelihood binary detection in improper complex gaussian noise.
Proceedings of the IEEE International Conference on Acoustics, 2008

Feature subspace determination in video-based mismatched face recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Self-Matching Space-Time Block Codes for Matrix Kalman Estimator-Based ML Detector in MIMO Fading Channels.
IEEE Trans. Veh. Technol., 2007

Kernel-Based Positioning in Wireless Local Area Networks.
IEEE Trans. Mob. Comput., 2007

A Fast Demosaicking Method Directly Producing YCbCr 4: 2: 0 Output.
IEEE Trans. Consumer Electron., 2007

Sharpening vector median filters.
Signal Process., 2007

Metadata-driven multimedia transcoding for distance learning.
Multim. Syst., 2007

A new image sharpening approach for single-sensor digital cameras.
Int. J. Imaging Syst. Technol., 2007

Color image processing.
Comput. Vis. Image Underst., 2007

Vector edge operators for cDNA microarray spot localization.
Comput. Medical Imaging Graph., 2007

Time-Compression of Speech in Information Talks Using Spectral Entropy.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Precoder Design for Unknown Frequency Flat Fading Channels.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Adaptive Demodulation with Differentially Coherent Detection.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

2006
Image Secret Sharing.
Proceedings of the Encyclopedia of Multimedia, 2006

Color Image Filtering and Enhancement.
Proceedings of the Encyclopedia of Multimedia, 2006

Digital Camera Image Processing.
Proceedings of the Encyclopedia of Multimedia, 2006

Superimposed asymmetric modulation in narrowband fading channels using orthogonal codes.
IEEE Trans. Wirel. Commun., 2006

Ensemble-based discriminant learning with boosting for face recognition.
IEEE Trans. Neural Networks, 2006

SPIHT-Based Coding of the Shape and Texture of Arbitrarily Shaped Visual Objects.
IEEE Trans. Circuits Syst. Video Technol., 2006

An enhanced widely linear CDMA receiver with OQPSK modulation.
IEEE Trans. Commun., 2006

Pulse Shaping for Differential Offset-QPSK.
IEEE Trans. Commun., 2006

Reduced-dimension MAP turbo-BLAST detection.
IEEE Trans. Commun., 2006

Adaptive Demodulation Using Rateless Erasure Codes.
IEEE Trans. Commun., 2006

Adaptive spatiotemporal video demosaicking using bidirectional multistage spectral filters.
IEEE Trans. Consumer Electron., 2006

Single-sensor camera image compression.
IEEE Trans. Consumer Electron., 2006

Watermark detection for noisy interpolated images.
IEEE Trans. Circuits Syst. II Express Briefs, 2006

A new CFA interpolation framework.
Signal Process., 2006

BER analysis of Bayesian equalization using orthogonal hyperplanes.
Signal Process., 2006

On solving the face recognition problem with one training sample per subject.
Pattern Recognit., 2006

Gait recognition using linear time normalization.
Pattern Recognit., 2006

Vector sigma filters for noise detection and removal in color images.
J. Vis. Commun. Image Represent., 2006

cDNA microarray image segmentation using root signals.
Int. J. Imaging Syst. Technol., 2006

On cDNA microarray spot localization.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Multilinear Principal Component Analysis of Tensor Objects for Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Selecting Kernel Eigenfaces for Face Recognition with One Training Sample Per Subject.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Demosaicking using Vector Spectral Model.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Cost-Effective Sharpening of Single-Sensor Camera Images.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Coarse-to-Fine Pedestrian Localization and Silhouette Extraction for the Gait Challenge Data Sets.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Restoration of Motion Blurred Images.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Spatiotemporal Demosaicking Using Multi-Stage Processing Concepts.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Location Tracking in Wireless Local Area Networks with Adaptive Radio MAPS.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Layered Deformable Model for Gait Analysis.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Vector Concepts-Based Spectral Modelling.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Single-Sensor Image Compression from the End-User's Perspective.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

cDNA Microarray Imaging using Single-Sensor Technology.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
Data Fusion of Power and Time Measurements for Mobile Terminal Location.
IEEE Trans. Mob. Comput., 2005

Color image zooming on the Bayer pattern.
IEEE Trans. Circuits Syst. Video Technol., 2005

Color filter arrays: design and performance analysis.
IEEE Trans. Consumer Electron., 2005

Digital image indexing using secret sharing schemes: a unified framework for single-sensor consumer electronics.
IEEE Trans. Consumer Electron., 2005

Fast video demosaicking solution for mobile phone imaging applications.
IEEE Trans. Consumer Electron., 2005

Data adaptive filters for demosaicking: a framework.
IEEE Trans. Consumer Electron., 2005

Visual-centric surveillance networks and services [Guest Editorial].
IEEE Signal Process. Mag., 2005

Vector filtering for color imaging.
IEEE Signal Process. Mag., 2005

Gait recognition: a challenging signal processing technology for biometric identification.
IEEE Signal Process. Mag., 2005

Aggregation of color and shape features for hybrid query generation in content based visual information retrieval.
Signal Process., 2005

A cost-effective encryption scheme for color images.
Real Time Imaging, 2005

A robust, cost-effective post-processor for enhancing demosaicked camera images.
Real Time Imaging, 2005

Digital zooming for color filter array-based image sensors.
Real Time Imaging, 2005

Multi-dimensional image processing.
Real Time Imaging, 2005

Selecting discriminant eigenfaces for face recognition.
Pattern Recognit. Lett., 2005

Regularization studies of linear discriminant analysis in small sample size scenarios with application to face recognition.
Pattern Recognit. Lett., 2005

Efficient encryption of wavelet-based coded color images.
Pattern Recognit., 2005

Universal demosaicking for imaging pipelines with an RGB color filter array.
Pattern Recognit., 2005

Bit-level based secret sharing for image encryption.
Pattern Recognit., 2005

An efficient kernel discriminant analysis method.
Pattern Recognit., 2005

A Statistically-Switched Adaptive Vector Median Filter.
J. Intell. Robotic Syst., 2005

Color image denoising using evolutionary computation.
Int. J. Imaging Syst. Technol., 2005

cDNA microarray image processing using fuzzy vector filtering framework.
Fuzzy Sets Syst., 2005

Face Recognition - Combine Generic and Specific Solutions.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Ultrafast Technique of Impulsive Noise Removal with Application to Microarray Image Denoising.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Soft-Switching Adaptive Technique of Impulsive Noise Removal in Color Images.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Vector Median Root Signals Determination for cDNA Microarray Image Segmentation.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

A Comparative Study of Skin-Color Models.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Scalable e-Learning Multimedia Adaptation Architecture.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

A Data-Adaptive Approach to cDNA Microarray Image Enhancement.
Proceedings of the Computational Science, 2005

On a Generalized Demosaicking Procedure: A Taxonomy of Single-Sensor Imaging Solutions.
Proceedings of the Computational Science, 2005

A Cost-Effective Private-Key Cryptosystem for Color Image Encryption.
Proceedings of the Computational Science, 2005

Adaptive soft-switching filter for impulsive noise suppression in color images.
Proceedings of the 13th European Signal Processing Conference, 2005

A New Approach to Camera Image Indexing.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2004
Retrieval of images from artistic repositories using a decision fusion framework.
IEEE Trans. Image Process., 2004

Demosaicked image postprocessing using local color ratios.
IEEE Trans. Circuits Syst. Video Technol., 2004

Query feedback for interactive image retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2004

Isometric data sequences and data-modulation schemes in fading channels.
IEEE Trans. Commun., 2004

A novel cost effective demosaicing approach.
IEEE Trans. Consumer Electron., 2004

Normalized color-ratio modeling for CFA interpolation.
IEEE Trans. Consumer Electron., 2004

Digital camera zooming based on unified CFA image processing steps.
IEEE Trans. Consumer Electron., 2004

Generalized Selection Weighted Vector Filters.
EURASIP J. Adv. Signal Process., 2004

On the distance function approach to color image enhancement.
Discret. Appl. Math., 2004

Selection weighted vector directional filters.
Comput. Vis. Image Underst., 2004

Mobile station positioning using radial basis function networks.
Proceedings of the IEEE 15th International Symposium on Personal, 2004

A color image secret sharing scheme satisfying the perfect reconstruction property.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Camera image processing system for Bayer CFA based imaging devices.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Gait recognition using dynamic time warping.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Fuzzy vector filters for microarray image enhancement.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Color image filtering and enhancement based genetic algorithms.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A new CFA interpolation technique for single-sensor digital cameras.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Bayer pattern based digital zooming approach.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A unified framework for similarity calculation between images.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Feature selection for subject identification in surveillance photos.
Proceedings of the 2004 International Conference on Image Processing, 2004

Document image secret sharing using bit-level processing.
Proceedings of the 2004 International Conference on Image Processing, 2004

A normalized model for color-ratio based demosaicking schemes.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust correction step for CFA interpolation schemes.
Proceedings of the 2004 International Conference on Image Processing, 2004

Regularization studies on LDA for face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

An angular transform of gait sequences for gait assisted recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

Distributed MPEG-7 image indexing using small world user agents.
Proceedings of the 2004 International Conference on Image Processing, 2004

An Automated Multichannel Procedure for cDNA Microarray Image Processing.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

A New Color Filter Array Interpolation Approach for Single-Sensor Imaging.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Color Image Processing using generalized Weighted Vector filters.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

Virtual restoration of Artworks using Entropy-Based Color Image Filtering Schemes.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

A {k, n}-Secret Sharing Scheme for Color Images.
Proceedings of the Computational Science, 2004

Bayer Pattern Demosaicking Using Local-Correlation Approach.
Proceedings of the Computational Science, 2004

Combining features and decisions for face detection.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

An efficient demosaicing approach with a global control of correction steps.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Group MAP BLAST detector.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Select eigenfaces for face recognition with one training sample per subject.
Proceedings of the 8th International Conference on Control, 2004

Nonparametric approach to color based image retrieval.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

A new approach to color image secret sharing.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Bayer pattern based CFA zooming / CFA interpolation framework.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

A New Color Image Zooming Technique for Digital Still Cameras.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

Improved CFA Interpolation Approach.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

2003
Environment and Movement Model for Mobile Terminal Location Tracking.
Wirel. Pers. Commun., 2003

Estimating position of mobile terminals from path loss measurements with survey data.
Wirel. Commun. Mob. Comput., 2003

Location of mobile terminals using time measurements and survey points.
IEEE Trans. Veh. Technol., 2003

Dynamic model-based filtering for mobile terminal location estimation.
IEEE Trans. Veh. Technol., 2003

Face recognition using LDA-based algorithms.
IEEE Trans. Neural Networks, 2003

Face recognition using kernel direct discriminant analysis algorithms.
IEEE Trans. Neural Networks, 2003

On the geodesic paths approach to color image filtering.
Signal Process., 2003

Fast adaptive similarity based impulsive noise reduction filter.
Real Time Imaging, 2003

Towards automatic redeye effect removal.
Pattern Recognit. Lett., 2003

Regularized discriminant analysis for the small sample size problem in face recognition.
Pattern Recognit. Lett., 2003

Modified anisotropic diffusion framework.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Application of kernel density estimation for color image filtering.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Three-dimensional entropy vector median filter for color video filtering.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Adaptive Noise Reduction in Microarray Images Based on the Center-Weighted Vector Medians.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Weighted Vector Directional Filters Optimized by Genetic Algorithms.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Sigmoidal Weighted Vector Directional Filter.
Proceedings of the Computer Vision Systems, Third International Conference, 2003

Similarity based impulsive noise removal in color images.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Generalized adaptive vector sigma filters.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Kernel density estimation based multichannel impulsive noise reduction filter.
Proceedings of the 2003 International Conference on Image Processing, 2003

Boosting linear discriminant analysis for face recognition.
Proceedings of the 2003 International Conference on Image Processing, 2003

New class of impulsive noise reduction filters based on kernel density estimation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Angular multichannel sigma filter.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Regularized D-LDA for face recognition.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Entropy Vector Median Filter.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
Self-adaptive algorithm of impulsive noise reduction in color images.
Pattern Recognit., 2002

Estimating Position of Mobile Terminals with Survey Data.
EURASIP J. Adv. Signal Process., 2002

On the geodesic paths approach to multichannel signal processing.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Parallelization and performance of 3D ultrasound imaging beamforming algorithms on modern clusters.
Proceedings of the 16th international conference on Supercomputing, 2002

On the Fast Modification of the Vector Median Filter.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A kernel machine based approach for multi-view face recognition.
Proceedings of the 2002 International Conference on Image Processing, 2002

Boosting face recognition on a large-scale database.
Proceedings of the 2002 International Conference on Image Processing, 2002

: Fuzzy aggregation of image features in content-based image retrieval.
Proceedings of the 2002 International Conference on Image Processing, 2002

Enhancement of the DNA microarray chip images.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

On the modified weighted vector median filter.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

New technique for the restoration of noisy color images.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A multitarget beamforming algorithm based on a one-step prediction Kalman filter.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Fuzzy aggregation of palette colors for hybrid querying of fine art image databases.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

On the Coupled Forward and Backward Anisotropic Diffusion Scheme for Color Image Enhancement.
Proceedings of the Image and Video Retrieval, International Conference, 2002

Robust filter for noise reduction in color images.
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002

On the Redeye Effect Removal Algorithm.
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002

2001
Geodesic paths approach to color image enhancement.
Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001

On the Efficiency of the Wavelet Based Compression Techniques.
Proceedings of the PICS 2001: Image Processing, 2001

On the efficiency of random walk approach to noise reduction in color images.
Proceedings of the 2001 International Conference on Image Processing, 2001

Perceptual wavelet scheme for image compression.
Proceedings of the Human Vision and Electronic Imaging VI, 2001

Shape and spatial color information extraction for image retrieval.
Proceedings of the Human Vision and Electronic Imaging VI, 2001

Fast Modified Vector Median Filter.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

Random Walk Approach to Noise Reduction in Color Images.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000
Color Image Segmentation for Multimedia Applications.
J. Intell. Robotic Syst., 2000

Unsupervised Seed Determination for a Region-Based Color Image Segmentation Scheme.
Proceedings of the 2000 International Conference on Image Processing, 2000

Adaptive filters for color image processing: A survey.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Automatic location and tracking of the facial region in color video sequences.
Signal Process. Image Commun., 1999

An adaptive Gaussian sum algorithm for radar tracking.
Signal Process., 1999

Adaptive fuzzy systems for multichannel signal processing.
Proc. IEEE, 1999

A Novel Vector-Based Approach to Color Image Retrieval Using a Vector Angular-Based Distance Measure.
Comput. Vis. Image Underst., 1999

User Interaction in Region-Based Color Image Segmentation.
Proceedings of the Visual Information and Information Systems, 1999

Excluding Specified Colors from Image Queries Using a Multidimensional Query Space.
Proceedings of the Visual Information and Information Systems, 1999

Vector angular distance measure for indexing and retrieval of color.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

A taxonomy of similarity operators for color image filtering.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1998
Optimal seismic deconvolution: distributed algorithms.
IEEE Trans. Geosci. Remote. Sens., 1998

Adaptive multichannel filters for colour image processing.
Signal Process. Image Commun., 1998

Image Retrieval Using the Directional Detail Histogram.
Proceedings of the Storage and Retrieval for Image and Video Databases VI, 1998

Efficient color image indexing and retrieval using a vector-based scheme.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Narrowband interference suppression via nonlinear estimation.
Proceedings of the Third IEEE Symposium on Computers and Communications (ISCC 1998), June 30, 1998

Distance Measures for Color Image Retrieval.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Extraction of detailed image regions for content-based image retrieval.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

A color segmentation and classification scheme for facial image and video retrieval extended summary.
Proceedings of the 9th European Signal Processing Conference, 1998

Image region extraction for content-based image retrieval.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Color image processing using adaptive multichannel filters.
IEEE Trans. Image Process., 1997

Multichannel filters for image processing.
Signal Process. Image Commun., 1997

Nonlinear Filtering of Non-Gaussian Noise.
J. Intell. Robotic Syst., 1997

Subjective Analysis of Edge Detectors in Color Image Processing.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

A new time series classification approach.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Adaptive filter applications to LIDAR: return power and log power estimation.
IEEE Trans. Geosci. Remote. Sens., 1996

An adaptive nearest neighbor multichannel filter.
IEEE Trans. Circuits Syst. Video Technol., 1996

A new time series classification approach.
Signal Process., 1996

Fuzzy adaptive filters for multichannel image processing.
Signal Process., 1996

A new distance measure for vectorial rank-order filters based on space filling curves.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Multichannel filtering for color image processing.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Nearest neighbour multichannel filters for image processing.
Proceedings of the 8th European Signal Processing Conference, 1996


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