Alex ChiChung Kot

Orcid: 0000-0001-6262-8125

Affiliations:
  • Nanyang Technological University, Singapore


According to our database1, Alex ChiChung Kot authored at least 381 papers between 1987 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2006, "For contributions to performance analysis systems and jammer suppression in communication systems.".

Timeline

Legend:

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Bibliography

2024
Beyond Learned Metadata-Based Raw Image Reconstruction.
Int. J. Comput. Vis., December, 2024

Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing.
Int. J. Comput. Vis., November, 2024

Disentangled Feature Representation for Few-Shot Image Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

Cross-Image Disentanglement for Low-Light Enhancement in Real World.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Comm-Transformer: A Robust Deep Learning-Based Receiver for OFDM System Under TDL Channel.
IEEE Trans. Commun., April, 2024

Signal Enhancement Aided End-to-End Deep Learning Approach for Joint Denoising and Spectrum Sensing.
IEEE Trans. Veh. Technol., March, 2024

Learning to Remove Rain in Video With Self-Supervision.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Narrowing Domain Gaps With Bridging Samples for Generalized Face Forgery Detection.
IEEE Trans. Multim., 2024

Semantic Deep Hiding for Robust Unlearnable Examples.
IEEE Trans. Inf. Forensics Secur., 2024

Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection.
IEEE Trans. Inf. Forensics Secur., 2024

S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing With Statistical Tokens.
IEEE Trans. Inf. Forensics Secur., 2024

Benchmarking Joint Face Spoofing and Forgery Detection With Visual and Physiological Cues.
IEEE Trans. Dependable Secur. Comput., 2024

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2024

GTADT: Gated tone-sensitive acne grading via augmented domain transfer.
Multim. Tools Appl., 2024

A unified deep semantic expansion framework for domain-generalized person re-identification.
Neurocomputing, 2024

LOBG:Less Overfitting for Better Generalization in Vision-Language Model.
CoRR, 2024

Aligned Divergent Pathways for Omni-Domain Generalized Person Re-Identification.
CoRR, 2024

Rethinking the Evaluation of Visible and Infrared Image Fusion.
CoRR, 2024

Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis.
CoRR, 2024

Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture.
CoRR, 2024

Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey.
CoRR, 2024

MMRel: A Relation Understanding Dataset and Benchmark in the MLLM Era.
CoRR, 2024

From Chaos to Clarity: 3DGS in the Dark.
CoRR, 2024

ContextGS: Compact 3D Gaussian Splatting with Anchor Level Context Model.
CoRR, 2024

Benchmarking Cross-Domain Audio-Visual Deception Detection.
CoRR, 2024

Improving Concept Alignment in Vision-Language Concept Bottleneck Models.
CoRR, 2024

I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning.
CoRR, 2024

MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection.
CoRR, 2024

Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations.
CoRR, 2024

MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition.
CoRR, 2024

Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

HideMIA: Hidden Wavelet Mining for Privacy-Enhancing Medical Image Analysis.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identification.
Proceedings of the 2024 9th International Conference on Multimedia and Image Processing, 2024

Controllable and Gradual Facial Blemishes Retouching Via Physics-Based Modelling.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Color Space Learning for Cross-Color Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Flexible-Modal Deception Detection with Audio-Visual Adapter.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Unlearnable Examples Detection via Iterative Filtering.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Towards Physical World Backdoor Attacks Against Skeleton Action Recognition.
Proceedings of the Computer Vision - ECCV 2024, 2024

STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models.
Proceedings of the Computer Vision - ECCV 2024, 2024

E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation.
Proceedings of the Computer Vision - ECCV 2024, 2024

SinSR: Diffusion-Based Image Super-Resolution in a Single Step.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Low-Rankness Guided Group Sparse Representation for Image Restoration.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

PAR$^{2}$2Net: End-to-End Panoramic Image Reflection Removal.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Robust Channel Invariant Deep Noncooperative Spectrum Sensing.
IEEE Wirel. Commun. Lett., March, 2023

Augmented Multi-Scale Spatiotemporal Inconsistency Magnifier for Generalized DeepFake Detection.
IEEE Trans. Multim., 2023

Purifying Low-Light Images via Near-Infrared Enlightened Image.
IEEE Trans. Multim., 2023

Asymmetric Modality Translation for Face Presentation Attack Detection.
IEEE Trans. Multim., 2023

Pace-Adaptive and Noise-Resistant Contrastive Learning for Multimodal Feature Fusion.
IEEE Trans. Multim., 2023

Deep Multimodal Sequence Fusion by Regularized Expressive Representation Distillation.
IEEE Trans. Multim., 2023

Benchmarking Single-Image Reflection Removal Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models.
CoRR, 2023

Pixel-Inconsistency Modeling for Image Manipulation Localization.
CoRR, 2023

Biomedical Image Splicing Detection using Uncertainty-Guided Refinement.
CoRR, 2023

Forgery-aware Adaptive Vision Transformer for Face Forgery Detection.
CoRR, 2023

Hyperbolic Face Anti-Spoofing.
CoRR, 2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less.
CoRR, 2023

Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters.
CoRR, 2023

Flexible-modal Deception Detection with Audio-Visual Adapter.
CoRR, 2023

TEMPO: A transformer-based mutation prediction framework for SARS-CoV-2 evolution.
Comput. Biol. Medicine, 2023

Removing Image Artifacts From Scratched Lens Protectors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Temporal Coherent Test Time Optimization for Robust Video Classification.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Enhancing Low-Light Images Using Infrared Encoded Images.
Proceedings of the IEEE International Conference on Image Processing, 2023

ExposureDiffusion: Learning to Expose for Low-light Image Enhancement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Virtual Try-On with Pose-Garment Keypoints Guided Inpainting.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Explainable Recommendation Via Bert-Guided Explanation Generator.
Proceedings of the IEEE International Conference on Acoustics, 2023

Unsupervised Deep Digital Staining for Microscopic Cell Images via Knowledge Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Evaluating the efficacy of skincare product: A realistic short-term facial pore simulation.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2023, 2023

Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Raw Image Reconstruction with Learned Compact Metadata.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Temporality-guided Masked Image Consistency for Domain Adaptive Video Segmentation.
Proceedings of the Ninth IEEE Multimedia Big Data, 2023

Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Deep Non-Cooperative Spectrum Sensing Over Rayleigh Fading Channel.
IEEE Trans. Veh. Technol., 2022

A Hybrid Structural Sparsification Error Model for Image Restoration.
IEEE Trans. Neural Networks Learn. Syst., 2022

$A^3$-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction.
IEEE Trans. Multim., 2022

Interaction Relational Network for Mutual Action Recognition.
IEEE Trans. Multim., 2022

Variational Disentanglement for Domain Generalization.
Trans. Mach. Learn. Res., 2022

Motion-Adaptive Detection of HEVC Double Compression With the Same Coding Parameters.
IEEE Trans. Inf. Forensics Secur., 2022

One-Class Knowledge Distillation for Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022

Learning Meta Pattern for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2022

Skeleton-based relational reasoning for group activity analysis.
Pattern Recognit., 2022

GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Toward Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-Based Method.
IEEE Internet Things J., 2022

Traceable and Authenticable Image Tagging for Fake News Detection.
CoRR, 2022

Toward domain generalized pruning by scoring out-of-distribution importance.
CoRR, 2022

Forensicability Assessment of Questioned Images in Recapturing Detection.
CoRR, 2022

One-Class Knowledge Distillation for Face Presentation Attack Detection.
CoRR, 2022

Enhancing Low-Light Images in Real World via Cross-Image Disentanglement.
CoRR, 2022

On Generating Identifiable Virtual Faces.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Image Inpainting Detection via Enriched Attentive Pattern with Near Original Image Augmentation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Adversarial Pairwise Reverse Attention for Camera Performance Imbalance in Person Re-Identification: New Dataset And Metrics.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

An Improved Two-Stage Based Multi-frame Track-Before-Detect Algorithm in Radar systems.
Proceedings of the 25th International Conference on Information Fusion, 2022

Automatic facial skin feature detection for everyone.
Proceedings of the Imaging and Multimedia Analytics at the Edge 2022, 2022

Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Low-Light Image Enhancement with Normalizing Flow.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Pose-Normalized and Appearance-Preserved Street-to-Shop Clothing Image Generation and Feature Learning.
IEEE Trans. Multim., 2021

Multi-Domain Adversarial Feature Generalization for Person Re-Identification.
IEEE Trans. Image Process., 2021

DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021

Detection of Spoofing Medium Contours for Face Anti-Spoofing.
IEEE Trans. Circuits Syst. Video Technol., 2021

Detection of transcoded HEVC videos based on in-loop filtering and PU partitioning analyses.
Signal Process. Image Commun., 2021

DeepImaging: A Ground Moving Target Imaging Based on CNN for SAR-GMTI System.
IEEE Geosci. Remote. Sens. Lett., 2021

Detection of HEVC double compression with non-aligned GOP structures via inter-frame quality degradation analysis.
Neurocomputing, 2021

Face Image Reflection Removal.
Int. J. Comput. Vis., 2021

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning.
Int. J. Comput. Vis., 2021

Deep Learning-Based Joint Detection for OFDM-NOMA Scheme.
IEEE Commun. Lett., 2021

Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-based Method.
CoRR, 2021

On Generating Identifiable Virtual Faces.
CoRR, 2021

Variational Disentanglement for Domain Generalization.
CoRR, 2021

Fusion Learning using Semantics and Graph Convolutional Network for Visual Food Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multi-Scale Feature Guided Low-Light Image Enhancement.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

AI-GAN: Attack-Inspired Generation of Adversarial Examples.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Compact Joint Distillation Network for Visual Food Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

Single Image Reflection Removal With Absorption Effect.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Panoramic Image Reflection Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

DEX: Domain Embedding Expansion for Generalized Person Re-identification.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2020

Toward Intelligent Sensing: Intermediate Deep Feature Compression.
IEEE Trans. Image Process., 2020

Face Spoofing Detection Based on Local Ternary Label Supervision in Fully Convolutional Networks.
IEEE Trans. Inf. Forensics Secur., 2020

CoRRN: Cooperative Reflection Removal Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Skeleton-Based Online Action Prediction Using Scale Selection Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Feature Boosting Network For 3D Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

JDNet: A Joint-Learning Distilled Network for Mobile Visual Food Recognition.
IEEE J. Sel. Top. Signal Process., 2020

Feature Distillation With Guided Adversarial Contrastive Learning.
CoRR, 2020

Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems.
CoRR, 2020

Refinements in Motion and Appearance for Online Multi-Object Tracking.
CoRR, 2020

The Enhancement of Underexposed Images with Blurred Reflectance.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Attention Selective Network For Face Synthesis And Pose-Invariant Face Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2020

Data Representation in Hybrid Coding Framework for Feature Maps Compression.
Proceedings of the IEEE International Conference on Image Processing, 2020

Heterogeneous Domain Generalization Via Domain Mixup.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Unseen Face Presentation Attack Detection with Hypersphere Loss.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A New Efficient Finger-Vein Verification Based on Lightweight Neural Network Using Multiple Schemes.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Splitting Vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis.
Proceedings of the Computer Vision - ECCV 2020, 2020

What Does Plate Glass Reveal About Camera Calibration?
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Reflection Scene Separation From a Single Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation.
IEEE Trans. Multim., 2019

Exposing Video Compression History by Detecting Transcoded HEVC Videos from AVC Coding.
Symmetry, 2019

A scale adaptive network for crowd counting.
Neurocomputing, 2019

Multi-resolution attention convolutional neural network for crowd counting.
Neurocomputing, 2019

Compact Descriptors for Video Analysis: The Emerging MPEG Standard.
IEEE Multim., 2019

DeepShoe: An improved Multi-Task View-invariant CNN for street-to-shop shoe retrieval.
Comput. Vis. Image Underst., 2019

Task-in-all Domain Adaptation for Semantic Segmentation.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Semantic Segmentation via Domain Adaptation with Global Structure Embedding.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Lossy Intermediate Deep Learning Feature Compression and Evaluation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Denoising Adversarial Networks for Rain Removal and Reflection Removal.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Fashion Recommendation on Street Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Attention to Head Locations for Crowd Counting.
Proceedings of the Image and Graphics - 10th International Conference, 2019

SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning to Jointly Generate and Separate Reflections.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Detection of Real-world Fights in Surveillance Videos.
Proceedings of the IEEE International Conference on Acoustics, 2019

Interaction Recognition Through Body Parts Relation Reasoning.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Region-Aware Reflection Removal With Unified Content and Gradient Priors.
IEEE Trans. Image Process., 2018

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks.
IEEE Trans. Image Process., 2018

Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing.
IEEE Trans. Image Process., 2018

Unsupervised Domain Adaptation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018

Learning Generalized Deep Feature Representation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018

Deep Coupled ResNet for Low-Resolution Face Recognition.
IEEE Signal Process. Lett., 2018

Feature fusion with covariance matrix regularization in face recognition.
Signal Process., 2018

Color space construction by optimizing luminance and chrominance components for face recognition.
Pattern Recognit., 2018

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing.
CoRR, 2018

Attention to Head Locations for Crowd Counting.
CoRR, 2018

VANT at TRECVID 2018.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

NTU ROSE Lab at TRECVID 2018: Ad-hoc Video Search and Video to Text.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Abandoned Object Detection Using Pixel-Based Finite State Machine and Single Shot Multibox Detector.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Domain Generalization With Adversarial Feature Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

SSNet: Scale Selection Network for Online 3D Action Prediction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval.
IEEE Trans. Multim., 2017

Cross-Domain Shoe Retrieval With a Semantic Hierarchy of Attribute Classification Network.
IEEE Trans. Image Process., 2017

EXIF-white balance recognition for image forensic analysis.
Multidimens. Syst. Signal Process., 2017

Skeleton Based Human Action Recognition with Global Context-Aware Attention LSTM Networks.
CoRR, 2017

Fast MPEG-CDVS Encoder with GPU-CPU Hybrid Computing.
CoRR, 2017

Action proposals using hierarchical clustering of super-trajectories.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Image Recapture Detection with Convolutional and Recurrent Neural Networks.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

Cross-domain shoe retrieval using a three-level deep feature representation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Fashion analysis with a subordinate attribute classification network.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Sparsity based reflection removal using external patch search.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Street-to-shop shoe retrieval with multi-scale viewpoint invariant triplet network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep regional feature pooling for video matching.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Benchmarking Single-Image Reflection Removal Algorithms.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A novel LBP-based Color descriptor for face recognition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Compact Deep Invariant Descriptors for Video Retrieval.
Proceedings of the 2017 Data Compression Conference, 2017

Global Context-Aware Attention LSTM Networks for 3D Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

DeepShoe: A Multi-Task View-Invariant CNN for Street-to-Shop Shoe Retrieval.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
On Branded Handbag Recognition.
IEEE Trans. Multim., 2016

Image Sharpness Assessment by Sparse Representation.
IEEE Trans. Multim., 2016

Efficient Image Sharpness Assessment Based on Content Aware Total Variation.
IEEE Trans. Multim., 2016

Sparse Representation-Based Image Quality Index With Adaptive Sub-Dictionaries.
IEEE Trans. Image Process., 2016

No-Reference Image Blur Assessment Based on Discrete Orthogonal Moments.
IEEE Trans. Cybern., 2016

Color space identification from single images.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Face spoofing detection with image quality regression.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Depth of field guided reflection removal.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Efficient object feature selection for action recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

An effective color space for face recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
DeepBag: Recognizing Handbag Models.
IEEE Trans. Multim., 2015

Blurred Image Splicing Localization by Exposing Blur Type Inconsistency.
IEEE Trans. Inf. Forensics Secur., 2015

A Color Channel Fusion Approach for Face Recognition.
IEEE Signal Process. Lett., 2015

A Low Complexity Interest Point Detector.
IEEE Signal Process. Lett., 2015

Histogram-Based Fast Text Paragraph Image Detection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Image splicing localization based on blur type inconsistency.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Joint learning for image-based handbag recommendation.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Tagging the shoe images by semantic attributes.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Quality guided handbag segmentation.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Dominant SIFT: A novel compact descriptor.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
A Fast Approach for No-Reference Image Sharpness Assessment Based on Maximum Local Variation.
IEEE Signal Process. Lett., 2014

An Integrated Clustering-Based Approach to Filtering Unfair Multi-Nominal Testimonies.
Comput. Intell., 2014

Category-Separating Strategy for branded handbag recognition.
Proceedings of the 6th International Symposium on Communications, 2014

Complementary feature extraction for branded handbag recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image tampering detection by exposing blur type inconsistency.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Securing Online Reputation Systems Through Trust Modeling and Temporal Analysis.
IEEE Trans. Inf. Forensics Secur., 2013

Fingerprint Combination for Privacy Protection.
IEEE Trans. Inf. Forensics Secur., 2013

Estimating EXIF Parameters Based on Noise Features for Image Manipulation Detection.
IEEE Trans. Inf. Forensics Secur., 2013

On Establishing Edge Adaptive Grid for Bilevel Image Data Hiding.
IEEE Trans. Inf. Forensics Secur., 2013

A two-stage quality measure for mobile phone captured 2D barcode images.
Pattern Recognit., 2013

Splicing detection in out-of-focus blurred images.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Mobile media communication, processing, and analysis: A review of recent advances.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A novel approach for partial blur detection and segmentation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A fuzzy logic based reputation model against unfair ratings.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
2D Finite Rate of Innovation Reconstruction Method for Step Edge and Polygon Signals in the Presence of Noise.
IEEE Trans. Signal Process., 2012

Binarization of Low-Quality Barcode Images Captured by Mobile Phones Using Local Window of Adaptive Location and Size.
IEEE Trans. Image Process., 2012

An Improved Scheme for Full Fingerprint Reconstruction.
IEEE Trans. Inf. Forensics Secur., 2012

Manipulation Detection on Image Patches Using FusionBoost.
IEEE Trans. Inf. Forensics Secur., 2012

Measuring the Statistical Correlation Inconsistencies in Mobile Images for Tamper Detection.
Trans. Data Hiding Multim. Secur., 2012

Step-edge reconstruction using 2D finite rate of innovation principle.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Quality assessment of finger-vein image.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

EAG: Edge adaptive grid data hiding for binary image authentication.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

A Dempster-Shafer theory based witness trustworthiness model.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A Dempster-Shafer theory based witness trustworthiness model to cope with unfair ratings in e-marketplace.
Proceedings of the Fourteenth International Conference on Electronic Commerce, 2012

2011
Embedding Binary Watermarks in Dual-Tree Complex Wavelets Domain for Access Control of Digital Images.
Trans. Data Hiding Multim. Secur., 2011

Privacy Protection of Fingerprint Database.
IEEE Signal Process. Lett., 2011

Unsharp Masking Sharpening Detection via Overshoot Artifacts Analysis.
IEEE Signal Process. Lett., 2011

Attack using reconstructed fingerprint.
Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011

Modeling the EXIF-Image correlation for image manipulation detection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

iCLUB: an integrated clustering-based approach to improve the robustness of reputation systems.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

A novel system for fingerprint privacy protection<sup>1</sup>.
Proceedings of the 7th International Conference on Information Assurance and Security, 2011

2010
Lossless data embedding in electronic inks.
IEEE Trans. Inf. Forensics Secur., 2010

Prediction of eigenvalues and regularization of eigenfeatures for human face verification.
Pattern Recognit. Lett., 2010

Two-Dimensional Polar Harmonic Transforms for Invariant Image Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Individuality of alphabet knowledge in online writer identification.
Int. J. Document Anal. Recognit., 2010

Detection of Tampering Inconsistencies on Mobile Photos.
Proceedings of the Digital Watermarking - 9th International Workshop, 2010

Mobile camera identification using demosaicing features.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Image watermarking using dual-tree complex wavelet by coefficients swapping and group of coefficients quantization.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Privacy protection of fingerprint database using lossless data hiding.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Dynamic window construction for the binarization of barcode images captured by mobile phones.
Proceedings of the International Conference on Image Processing, 2010

Accurate localization of four extreme corners for barcode images captured by mobile phones.
Proceedings of the International Conference on Image Processing, 2010

A quality measure of mobile phone captured 2D barcode images.
Proceedings of the International Conference on Image Processing, 2010

Knowledge guided adaptive binarization for 2D barcode images captured by mobile phones.
Proceedings of the IEEE International Conference on Acoustics, 2010

Identification of recaptured photographs on LCD screens.
Proceedings of the IEEE International Conference on Acoustics, 2010

A clustering approach to filtering unfair testimonies for reputation systems.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Accurate detection of demosaicing regularity for digital image forensics.
IEEE Trans. Inf. Forensics Secur., 2009

Steganalysis of halftone image using inverse halftoning.
Signal Process., 2009

Automatic writer identification framework for online handwritten documents using character prototypes.
Pattern Recognit., 2009

A multi-prototype clustering algorithm.
Pattern Recognit., 2009

Complete discriminant evaluation and feature extraction in kernel space for face recognition.
Mach. Vis. Appl., 2009

Accurate Detection of Demosaicing Regularity from Output Images.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

RAW tool identification through detected demosaicing regularity.
Proceedings of the International Conference on Image Processing, 2009

Information Retrieval Model for Online Handwritten Script Identification.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Impact of Alphabet Knowledge on Online Writer Identification.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Lossless data hiding for electronic ink.
Proceedings of the IEEE International Conference on Acoustics, 2009

Online writer identification using alphabetic information clustering.
Proceedings of the Document Recognition and Retrieval XVI, 2009

2008
Orthogonal Data Embedding for Binary Images in Morphological Transform Domain- A High-Capacity Approach.
IEEE Trans. Multim., 2008

Performance of Space-Time Codes: Gallager Bounds and Weight Enumeration.
IEEE Trans. Inf. Theory, 2008

Eigenfeature Regularization and Extraction in Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Backward-forward distortion minimization for binary images data hiding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

An interactive and secure user authentication scheme for mobile devices.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Boosted complex moments for discriminant rotation invariant object recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A stochastic nearest neighbor character prototype approach for online writer identification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Verification of human faces using predicted eigenvalues.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A generalized model for detection of demosaicing characteristics.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
Pattern-Based Data Hiding for Binary Image Authentication by Connectivity-Preserving.
IEEE Trans. Multim., 2007

Gallager Bounds for Noncoherent Decoders in Fading Channels.
IEEE Trans. Inf. Theory, 2007

Objective Distortion Measure for Binary Text Image Based on Edge Line Segment Similarity.
IEEE Trans. Image Process., 2007

Efficient fingerprint search based on database clustering.
Pattern Recognit., 2007

Intersymbol decorrelating detector for asynchronous CDMA systems.
J. Commun. Networks, 2007

Video Adaptation for Heterogeneous Environments.
EURASIP J. Adv. Signal Process., 2007

A General Data Hiding Framework and Multi-level Signature for Binary Images.
Proceedings of the Digital Watermarking, 6th International Workshop, 2007

Data Hiding For Binary Images Authentication By Considering A Larger Neighborhood.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Kernel Fisher Discriminant Analysis in Full Eigenspace.
Proceedings of the 2007 International Conference on Image Processing, 2007

High Capacity Data Hiding for Binary Images in Morphological Wavelet Transform Domain.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Database Clustering Based on Multi-Prototype Representation of Cluster.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Face Recognition Based on Discriminant Evaluation in the Whole Space.
Proceedings of the IEEE International Conference on Acoustics, 2007

Steganalysis of Binary Cartoon Image using Distortion Measure.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Fingerprint Retrieval for Identification.
IEEE Trans. Inf. Forensics Secur., 2006

Binary Image Authentication With Tampering Localization by Embedding Cryptographic Signature and Block Identifier.
IEEE Signal Process. Lett., 2006

Fault and intrusion tolerance of wireless sensor networks.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Fingerprint Retrieval by Complex Filter Responses.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Two-Layer Binary Image Authentication With Tampering Localization.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Multiple-antenna differential lattice decoding.
IEEE J. Sel. Areas Commun., 2005

Binary Image Watermarking Through Blurring, Biased Binarization.
Int. J. Image Graph., 2005

Fingerprint Reference-Point Detection.
EURASIP J. Adv. Signal Process., 2005

Semi-fragile watermarking for text document images authentication.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Steganalysis of data hiding in binary text images.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Relationships and unification of binary images data-hiding methods.
Proceedings of the 2005 International Conference on Image Processing, 2005

Detection of data hiding in binary text images.
Proceedings of the 2005 International Conference on Image Processing, 2005

Differential lattice decoding in noncoherent MIMO.
Proceedings of IEEE International Conference on Communications, 2005

Data Hiding For Text Document Image Authentication by Connectivity-Preserving.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Steganalysis of binary text images.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Errata to "Nonlinear Dynamic System Identification Using Chebyshev Functional Link Artificial Neural Networks".
IEEE Trans. Syst. Man Cybern. Part B, 2004

On decision-feedback detection of differential space-time modulation in continuous fading.
IEEE Trans. Commun., 2004

Distance-reciprocal distortion measure for binary document images.
IEEE Signal Process. Lett., 2004

Parameter estimation of a real single tone from short data records.
Signal Process., 2004

Data hiding for bi-level documents using smoothing technique.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Reference Point Detection for Fingerprint Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Online Structure Based Chinese Character Pre-Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Text document authentication by integrating inter character and word spaces watermarking.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
New Phase Adjustment and Channel Estimation Methods for RF Combining Applicable in Mobile Terminals.
Wirel. Pers. Commun., 2003

Noncoherent sequence detection of differential space-time modulatio.
IEEE Trans. Inf. Theory, 2003

Multisampling decision-feedback linear prediction receivers for differential space-time modulation over Rayleigh fast-fading channels.
IEEE Trans. Commun., 2003

Secure data hiding in binary document images for authentication.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Binary image watermarking through biased binarization.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

On decision-feedback detection of nondiagonal differential space-time modulation in temporally correlated fading channels.
Proceedings of IEEE International Conference on Communications, 2003

Decision-feedback multiple-symbol differential detection of differential space-time modulation in continuously fading channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
A blind code timing estimator and its implementation for DS-CDMA signals in unknown colored noise.
IEEE Trans. Veh. Technol., 2002

Nonlinear dynamic system identification using Chebyshev functional link artificial neural networks.
IEEE Trans. Syst. Man Cybern. Part B, 2002

Extending the sound impulse response of room using extrapolation.
IEEE Trans. Speech Audio Process., 2002

Fast algorithm for multi-dimensional discrete Hartley transform with size q<sup>l<sub>1</sub></sup>×q<sup>l<sub>2</sub></sup>×...×q<sup>l<sub>r</sub></sup>.
Signal Process., 2002

Digital image-in-image watermarking for copyright protection of satellite images using the fast Hadamard transform.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

An Objective Distortion Measure for Binary Document Images Based on Human Visual Perceptio.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Watermark embedding in DC components of DCT for binary images.
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001
Integer DCTs and fast algorithms.
IEEE Trans. Signal Process., 2001

Combined polynomial transform and radix-q algorithm for MD discrete W transform.
IEEE Trans. Signal Process., 2001

Tracking of non-stationary signals with periodic instantaneous frequencies using extended Kalman filters.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

A new efficient group signature scheme based on linear codes.
Proceedings of the Proceedings 9th IEEE International Conference on Networks, 2001

Adaptive beamforming and power control for DS-CDMA mobile radio communications.
Proceedings of the IEEE International Conference on Communications, 2001

Quality Measures of Fingerprint Images.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

Curvature-Based Singular Points Detection.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000
New method of performance analysis for diversity reception with correlated Rayleigh-fading signals.
IEEE Trans. Veh. Technol., 2000

An intelligent pressure sensor using neural networks.
IEEE Trans. Instrum. Meas., 2000

Error probabilities of an FFH/BFSK self-normalizing receiver in a Rician fading channel with multitone jamming.
IEEE Trans. Commun., 2000

A novel hybrid classifier for recognition of handwritten numerals.
Proceedings of the IEEE International Conference on Systems, 2000

An intelligent pressure sensor with self-calibration capability using artificial neural networks.
Proceedings of the IEEE International Conference on Systems, 2000

Chebyschev functional link artificial neural networks for nonlinear dynamic system identification.
Proceedings of the IEEE International Conference on Systems, 2000

A Floating Feature Detector for Handwritten Numeral Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A novel approach to FM interference suppression in DS spread-spectrum communication systems.
Proceedings of the IEEE International Conference on Acoustics, 2000

DS-CDMA synchronization with dual-antenna in unknown correlated noise.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

Blind code timing estimation for DS-CDMA signals in unknown colored noise.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

1999
Performance study of a maximum-likelihood receiver for FFH/BFSK systems with multitone jamming.
IEEE Trans. Commun., 1999

Performance study of an FFH/BFSK clipper receiver with multitone jamming over a Rician-fading channel.
Proceedings of the 1999 IEEE International Conference on Communications: Global Convergence Through Communications, 1999

Performance of antenna diversity reception with correlated Rayleigh fading signals.
Proceedings of the 1999 IEEE International Conference on Communications: Global Convergence Through Communications, 1999

Error probabilities and performance comparisons of FFH/BFSK receivers with multitone jamming and AWGN.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Multitone jamming rejection of FFH/BFSK spread-spectrum system over fading channels.
IEEE Trans. Commun., 1998

A cost function constraint to reduce the convergence time in BP networks.
Neural Parallel Sci. Comput., 1998

Generalised Split-Radix Algorithms for DFT.
J. Circuits Syst. Comput., 1998

Performance analysis of an FFH/BFSK linear-combining receiver against multitone jamming.
IEEE Commun. Lett., 1998

1997
Performance Study of Time Delay Estimation in a Multi-Path Environment.
J. Circuits Syst. Comput., 1997

Partial-band jamming rejection of FFH/BFSK with product combining receiver over a Rayleigh-fading channel.
IEEE Commun. Lett., 1997

A new adaptive neural network multiuser detector in synchronous CDMA systems.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Error-based constraints for efficient learning of pattern recognition problem.
Pattern Recognit. Lett., 1996

Microphone Array System in acoustical Source Localization using Least Square Estimation.
J. Circuits Syst. Comput., 1996

1995
Causes and remedy of stability and convergence problems in back-propagation learning.
Neural Parallel Sci. Comput., 1995

1994
A MUSIC approach for estimation of directions of arrival of multiple narrowband and broadband sources.
Signal Process., 1994

1993
Analysis of linear prediction by matrix approximation.
IEEE Trans. Signal Process., 1993

1990
Performance analysis of a high resolution time delay estimation algorithm.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Analysis of estimation of signal parameters by linear-prediction at high SNR using matrix approximation.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
The threshold analysis of SVD-based algorithms.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
Statistical performance of single sinusoid frequency estimation in white noise using state-variable balancing and linear prediction.
IEEE Trans. Acoust. Speech Signal Process., 1987

A perturbation theory for the analysis of SVD-based algorithms.
Proceedings of the IEEE International Conference on Acoustics, 1987

The statistical performance of state-variable balancing and Prony's method in parameter estimation.
Proceedings of the IEEE International Conference on Acoustics, 1987


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