Nasser M. Nasrabadi

Orcid: 0000-0001-8730-627X

According to our database1, Nasser M. Nasrabadi authored at least 343 papers between 1983 and 2024.

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

Awards

IEEE Fellow

IEEE Fellow 2001, "For contributions to Vector Quantization and its applications to image compression and processing.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Neural-Based Video Compression on Solar Dynamics Observatory Images.
IEEE Trans. Aerosp. Electron. Syst., October, 2024

Neural-Based Compression Scheme for Solar Image Data.
IEEE Trans. Aerosp. Electron. Syst., February, 2024

CATFace: Cross-Attribute-Guided Transformer With Self-Attention Distillation for Low-Quality Face Recognition.
IEEE Trans. Biom. Behav. Identity Sci., January, 2024

Contrastive Learning and Cycle Consistency-Based Transductive Transfer Learning for Target Annotation.
IEEE Trans. Aerosp. Electron. Syst., 2024

Enhancing material property prediction with ensemble deep graph convolutional networks.
CoRR, 2024

FDWST: Fingerphoto Deblurring using Wavelet Style Transfer.
CoRR, 2024

Text-Guided Face Recognition using Multi-Granularity Cross-Modal Contrastive Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Boosting Unconstrained Face Recognition with Targeted Style Adversary.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

FDWST: Fingerphoto Deblurring using Wavelet Style Transfer.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

UFQA: Utility guided Fingerphoto Quality Assessment.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Identity-Preserving GAN for Cross Spectral Iris Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition.
Proceedings of the Computer Vision - ECCV 2024, 2024

Hyperspherical Classification with Dynamic Label-to-Prototype Assignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Long-Range Thermal Target Detection in Data-Limited Settings Using Restricted Receptive Fields.
Sensors, September, 2023

On improving interoperability for cross-domain multi-finger fingerprint matching using coupled adversarial learning.
IET Biom., July, 2023

Deep Transductive Transfer Learning for Automatic Target Recognition.
CoRR, 2023

Joint Super-Resolution and Head Pose Estimation for Extreme Low-Resolution Faces.
IEEE Access, 2023

Fingerphoto Deblurring Using Attention-Guided Multi-Stage GAN.
IEEE Access, 2023

Attention Augmented Face Morph Detection.
IEEE Access, 2023

A Quality Aware Sample-to-Sample Comparison for Face Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Face Image Quality Vector Assessment for Biometrics Applications.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Context-Aware Neural Video Compression on Solar Dynamics Observatory.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Multi-Context Dual Hyper-Prior Neural Image Compression.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Trading-Off Mutual Information on Feature Aggregation for Face Recognition.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Frequency Disentangled Features in Neural Image Compression.
Proceedings of the IEEE International Conference on Image Processing, 2023

AAFACE: Attribute-Aware Attentional Network for Face Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023

CCFace: Classification Consistency for Low-Resolution Face Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Deep Boosting Multi-Modal Ensemble Face Recognition with Sample-Level Weighting.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Towards Generalizable Morph Attack Detection with Consistency Regularization.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Improving Face Recognition from Caption Supervision with Multi-Granular Contextual Feature Aggregation.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Contactless Fingerprints: Differential Performance for Fingers of Varying Size and Ridge Density.
Proceedings of the 22nd International Conference of the Biometrics Special Interest Group, 2023

Synthetic Latent Fingerprint Generation Using Style Transfer.
Proceedings of the 22nd International Conference of the Biometrics Special Interest Group, 2023

2022
Benchmarking human face similarity using identical twins.
IET Biom., September, 2022

MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages.
IEEE J. Biomed. Health Informatics, 2022

Quality-Aware Multimodal Biometric Recognition.
IEEE Trans. Biom. Behav. Identity Sci., 2022

Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2022

Profile to frontal face recognition in the wild using coupled conditional generative adversarial network.
IET Biom., 2022

Text-Guided Sketch-to-Photo Image Synthesis.
IEEE Access, 2022

Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Morph Detection Enhanced by Structured Group Sparsity.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Information Maximization for Extreme Pose Face Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Landmark Enforcement and Style Manipulation for Generative Morphing.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Identical Twins Face Morph Database Generation.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Pose Attention-Guided Profile-to-Frontal Face Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Robust Ensemble Morph Detection with Domain Generalization.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Superresolution and Segmentation of OCT Scans Using Multi-Stage Adversarial Guided Attention Training.
Proceedings of the IEEE International Conference on Acoustics, 2022

Ubiquitous Physiological Prediction of SUD Patients' Wellness State Using Memory-Based Convolutional Models.
Proceedings of the IEEE International Conference on Acoustics, 2022

Revisiting Outer Optimization in Adversarial Training.
Proceedings of the Computer Vision - ECCV 2022, 2022

Deep Coupled GAN-Based Score-Level Fusion for Multi-Finger Contact to Contactless Fingerprint Matching.
Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022

Investigating the impact of demographic factors on contactless fingerprints interoperability.
Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022

2021
Deep Hashing for Secure Multimodal Biometrics.
IEEE Trans. Inf. Forensics Secur., 2021

Deep GAN-Based Cross-Spectral Cross-Resolution Iris Recognition.
IEEE Trans. Biom. Behav. Identity Sci., 2021

HGAN: Hybrid generative adversarial network.
J. Intell. Fuzzy Syst., 2021

Tasks Structure Regularization in Multi-Task Learning for Improving Facial Attribute Prediction.
CoRR, 2021

Attribute Guided Sparse Tensor-Based Model for Person Re-Identification.
CoRR, 2021

Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN.
CoRR, 2021

Visible-to-Thermal Transfer Learning for Facial Landmark Detection.
IEEE Access, 2021

Mutual Information Maximization on Disentangled Representations for Differential Morph Detection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Detection of Morphed Face Images Using Discriminative Wavelet Sub-bands.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Gan-Based Super-Resolution and Segmentation of Retinal Layers in Optical Coherence Tomography Scans.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

FDeblur-GAN: Fingerprint Deblurring using Generative Adversarial Network.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Attention Aware Wavelet-based Detection of Morphed Face Images.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Synthesis-Guided Feature Learning for Cross-Spectral Periocular Recognition.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Adversarially Perturbed Wavelet-based Morphed Face Generation.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SuperMix: Supervising the Mixing Data Augmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Differential Morph Face Detection Using Discriminative Wavelet Sub-Bands.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Quality Map Fusion for Adversarial Learning.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Interoperability of Contact and Contactless Fingerprints Across Multiple Fingerprint Sensors.
Proceedings of the 20th International Conference of the Biometrics Special Interest Group, 2021

Identical Twins as a Facial Similarity Benchmark for Human Facial Recognition.
Proceedings of the 20th International Conference of the Biometrics Special Interest Group, 2021

Human Age Estimation from Gene Expression Data using Artificial Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Supervised Deep Sparse Coding Networks for Image Classification.
IEEE Trans. Image Process., 2020

Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval.
IEEE Trans. Biom. Behav. Identity Sci., 2020

Coupled generative adversarial network for heterogeneous face recognition.
Image Vis. Comput., 2020

Matching Distributions via Optimal Transport for Semi-Supervised Learning.
CoRR, 2020

Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network.
IEEE Access, 2020

Preference-Based Image Generation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Boosting Deep Face Recognition via Disentangling Appearance and Geometry.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Differential Morphed Face Detection Using Deep Siamese Networks.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Super-resolution Guided Pore Detection for Fingerprint Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

XGBoost to Interpret the Opioid Patients' State Based on Cognitive and Physiological Measures.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

OCT Image Segmentation Using Neural Architecture Search and SRGAN.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Efficient Oct Image Segmentation Using Neural Architecture Search.
Proceedings of the IEEE International Conference on Image Processing, 2020

PF -cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Cross-Spectral Iris Matching Using Conditional Coupled GAN.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

GAN-based Hyperspectral Anomaly Detection.
Proceedings of the 28th European Signal Processing Conference, 2020

Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Quality Guided Sketch-to-Photo Image Synthesis.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Exploiting Joint Robustness to Adversarial Perturbations.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Attribute Adaptive Margin Softmax Loss using Privileged Information.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
DeepTarget: An Automatic Target Recognition Using Deep Convolutional Neural Networks.
IEEE Trans. Aerosp. Electron. Syst., 2019

Deep Sparse Band Selection for Hyperspectral Face Recognition.
CoRR, 2019

Defending Against Adversarial Iris Examples Using Wavelet Decomposition.
CoRR, 2019

A data-driven proxy to Stoke's flow in porous media.
CoRR, 2019

GASL: Guided Attention for Sparsity Learning in Deep Neural Networks.
CoRR, 2019

Style and Content Disentanglement in Generative Adversarial Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Fast Geometrically-Perturbed Adversarial Faces.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Hyperspectral Band Selection for Face Recognition Based on a Structurally Sparsified Deep Convolutional Neural Networks.
Proceedings of the 2019 International Conference on Biometrics, 2019

Adversarial Examples to Fool Iris Recognition Systems.
Proceedings of the 2019 International Conference on Biometrics, 2019

Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition.
Proceedings of the 2019 International Conference on Biometrics, 2019

Deep Contactless Fingerprint Unwarping.
Proceedings of the 2019 International Conference on Biometrics, 2019

An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Defending Against Adversarial Iris Examples UsingWavelet Decomposition.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Identity-Aware Deep Face Hallucination via Adversarial Face Verification.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Matrix Completion for Graph-Based Deep Semi-Supervised Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Semi-supervised Deep Domain Adaptation via Coupled Neural Networks.
IEEE Trans. Image Process., 2018

Convolutional Neural Networks for Aerial Vehicle Detection and Recognition.
CoRR, 2018

An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Facial Attributes Guided Deep Sketch-to-Photo Synthesis.
Proceedings of the 2018 IEEE Winter Applications of Computer Vision Workshops, 2018

Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Text-Independent Speaker Verification Using 3D Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Supervised Deep Sparse Coding Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Cross Polarimetric Thermal-to-Visible Face Recognition.
Proceedings of the 2018 International Conference on Biometrics, 2018

Fingerprint Distortion Rectification Using Deep Convolutional Neural Networks.
Proceedings of the 2018 International Conference on Biometrics, 2018

Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Convolutional Neural Networks for Aerial Multi-Label Pedestrian Detection.
Proceedings of the 21st International Conference on Information Fusion, 2018

A Deep Face Identification Network Enhanced by Facial Attributes Prediction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

Deep Sketch-Photo Face Recognition Assisted by Facial Attributes.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

Facial Attribute Guided Deep Cross-Modal Hashing for Face Image Retrieval.
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

Deep Sparse Feature Selection and Fusion for Textured Contact Lens Detection.
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis.
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

2017
Learning to Classify With Possible Sensor Failures.
IEEE Trans. Signal Process., 2017

Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition.
CoRR, 2017

Supervised Multilayer Sparse Coding Networks for Image Classification.
CoRR, 2017

3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition.
IEEE Access, 2017

Accurate and Timely Situation Awareness Retrieval from a Bandwidth Constrained Camera Network.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Multibiometric secure system based on deep learning.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Collaborative Multi-Sensor Classification Via Sparsity-Based Representation.
IEEE Trans. Signal Process., 2016

Multimodal Task-Driven Dictionary Learning for Image Classification.
IEEE Trans. Image Process., 2016

Resource-aware fusion in multimodal sensing under network constraints.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Sparse coding with fast image alignment via large displacement optical flow.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Task-driven deep transfer learning for image classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Invariant hierarchical sparse coding for object recognition via bags of atoms.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

An analysis of the robustness of deep face recognition networks to noisy training labels.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Sparsity-based fusion of multiple sensors and multiple features for acoustic transients classification.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Seeing the Forest from the Trees: A Holistic Approach to Near-Infrared Heterogeneous Face Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Learning a Mixture of Deep Networks for Single Image Super-Resolution.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Semisupervised Hyperspectral Classification Using Task-Driven Dictionary Learning With Laplacian Regularization.
IEEE Trans. Geosci. Remote. Sens., 2015

Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints.
IEEE Trans. Geosci. Remote. Sens., 2015

Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals.
IEEE Trans. Cybern., 2015

Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing.
IEEE J. Sel. Top. Signal Process., 2015

Coupled Auto-Associative Neural Networks for Heterogeneous Face Recognition.
IEEE Access, 2015

Task-driven dictionary learning with different Laplacian priors for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Multichannel transient acoustic signal classification using task-driven dictionary with joint sparsity and beamforming.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Semi-supervised multi-sensor classification via consensus-based Multi-View Maximum Entropy Discrimination.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-sensor classification via sparsity-based representation with low-rank interference.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Kernel task-driven dictionary learning for hyperspectral image classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Incremental Dictionary Learning for Unsupervised Domain Adaptation.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Spatial-Spectral Classification of Hyperspectral Images Using Discriminative Dictionary Designed by Learning Vector Quantization.
IEEE Trans. Geosci. Remote. Sens., 2014

Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation.
IEEE Trans. Geosci. Remote. Sens., 2014

Separated Component-Based Restoration of Speckled SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Target Detection : An Overview of Current and Future Challenges.
IEEE Signal Process. Mag., 2014

Joint Sparse Representation for Robust Multimodal Biometrics Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2014

Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Coupled dictionaries for thermal to visible face recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2014

Active Planning, Sensing, and Recognition Using a Resource-Constrained Discriminant POMDP.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Quality-Based Multimodal Classification Using Tree-Structured Sparsity.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Design of Non-Linear Kernel Dictionaries for Object Recognition.
IEEE Trans. Image Process., 2013

Hyperspectral Image Classification via Kernel Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2013

Performance comparison of feature extraction algorithms for target detection and classification.
Pattern Recognit. Lett., 2013

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models.
IEEE Geosci. Remote. Sens. Lett., 2013

Multi-metric learning for multi-sensor fusion based classification.
Inf. Fusion, 2013

Low rank representation for bilinear abundance estimation problem.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Opportunistic sensing for object recognition - A unified formulation for dynamic sensor selection and feature extraction.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A Max-Margin Perspective on Sparse Representation-Based Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Discriminative and compact dictionary design for Hyperspectral Image classification using learning VQ framework.
Proceedings of the IEEE International Conference on Acoustics, 2013

Graph-based multi-sensor fusion for acoustic signal classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Joint-Structured-Sparsity-Based Classification for Multiple-Measurement Transient Acoustic Signals.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Multi-View Automatic Target Recognition using Joint Sparse Representation.
IEEE Trans. Aerosp. Electron. Syst., 2012

Joint dynamic sparse representation for multi-view face recognition.
Pattern Recognit., 2012

Discriminative dictionary design using LVQ for hyperspectral image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Discriminative graphical models for sparsity-based hyperspectral target detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Covariance trace for polarimetric anomaly detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Kernel sparse representation for hyperspectral target detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Joint dynamic sparse learning and its application to multi-view face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Kernel multi-metric learning for multi-channel transient acoustic signal classification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Kernel dictionary learning.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-sensor joint kernel sparse representation for personnel detection.
Proceedings of the 20th European Signal Processing Conference, 2012

Joint Sparsity-Based Robust Multimodal Biometrics Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Hyperspectral Image Classification Using Dictionary-Based Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2011

Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

Sparse Representation for Target Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Signal Process., 2011

Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Robust Lasso with missing and grossly corrupted observations.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Multi-view face recognition via joint dynamic sparse representation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Close the loop: Joint blind image restoration and recognition with sparse representation prior.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Multi-observation visual recognition via joint dynamic sparse representation.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Transient acoustic signal classification using joint sparse representation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Heterogeneous multi-metric learning for multi-sensor fusion.
Proceedings of the 14th International Conference on Information Fusion, 2011

Robust multi-sensor classification via joint sparse representation.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Classification for hyperspectral imagery based on sparse representation.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Sparsity-based classification of hyperspectral imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Anomaly Detection for Longwave FLIR Imagery Using Kernel Wavelet-RX.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Automatic target recognition based on simultaneous sparse representation.
Proceedings of the International Conference on Image Processing, 2010

2009
Automated Hyperspectral Cueing for Civilian Search and Rescue.
Proc. IEEE, 2009

Block Wiener-based image registration for moving target indication.
Image Vis. Comput., 2009

Kernel subspace-based anomaly detection for hyperspectral imagery.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Wiener Prediction-based Change Detection for Locating Mines in Multilook SAR Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Regularized Spectral Matched Filter for Target Recognition in Hyperspectral Imagery.
IEEE Signal Process. Lett., 2008

Joint fusion and detection of mines using hyperspectral and SAR data.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

A nonlinear kernel-based joint fusion/detection of anomalies using Hyperspectral and SAR imagery.
Proceedings of the International Conference on Image Processing, 2008

2007
Kernel Eigenspace Separation Transform for Subspace Anomaly Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007

<i>Pattern Recognition and Machine Learning</i>.
J. Electronic Imaging, 2007

Kernel Spectral Matched Filter for Hyperspectral Imagery.
Int. J. Comput. Vis., 2007

A Comparative Analysis of Kernel Subspace Target Detectors for Hyperspectral Imagery.
EURASIP J. Adv. Signal Process., 2007

Kernel-Based Spectral Matched Signal Detectors for Hyperspectral Target Detection.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Penalized spectral matched filter for target detection in hyperspectral imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Regularized Spectral Matched Filter for Target Detection in Hyperspectral Imagery.
Proceedings of the International Conference on Image Processing, 2007

2006
Kernel Matched Subspace Detectors for Hyperspectral Target Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Kernel adaptive subspace detector for hyperspectral imagery.
IEEE Geosci. Remote. Sens. Lett., 2006

2005
A joint compression-discrimination neural transformation applied to target detection.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Kernel orthogonal subspace projection for hyperspectral signal classification.
IEEE Trans. Geosci. Remote. Sens., 2005

Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2005

Hyperspectral target detection using kernel orthogonal subspace projection.
Proceedings of the 2005 International Conference on Image Processing, 2005

Kernel spectral matched filter for hyperspectral target detection.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Kernel adaptive subspace detector for hyperspectral target detection.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Kernel Matched Signal Detectors for Hyperspectral Target Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
Hyperspectral anomaly detection using kernel rx-algorithm.
Proceedings of the 2004 International Conference on Image Processing, 2004

Hyperspectral target detection using kernel matched subspace detector.
Proceedings of the 2004 International Conference on Image Processing, 2004

Hyperspectral Target Detection Using Kernel Spectral Matched Filter.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Fusion of FLIR automatic target recognition algorithms.
Inf. Fusion, 2003

Dualband FLIR fusion for automatic target recognition.
Inf. Fusion, 2003

Clutter rejection in FLIR imagery using spatially-varying adaptive filtering.
Proceedings of the 2003 International Conference on Image Processing, 2003

Projection-based adaptive anomaly detection for hyperspectral imagery.
Proceedings of the 2003 International Conference on Image Processing, 2003

Time series processing of FLIR imagery for MTI and change detection.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Improved target detector for FLIR imagery.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Fusion Techniques for Automatic Target Recognition.
Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

2002
A modular clutter rejection technique for FLIR imagery using region-based principal component analysis.
Pattern Recognit., 2002

Infrared-image classification using support vector machines.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Experimental Evaluation of FLIR ATR Approaches - A Comparative Study.
Comput. Vis. Image Underst., 2001

Unsupervised segmentation algorithm based on an iterative spectral dissimilarity measure for hyperspectral imagery.
Proceedings of the Visual Communications and Image Processing 2001, 2001

An adaptive segmentation algorithm using iterative local feature extraction for hyperspectral imagery.
Proceedings of the 2001 International Conference on Image Processing, 2001

Joint compression and discrimination algorithm for clutter rejection.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Object-based SAR image compression using vector quantization.
IEEE Trans. Aerosp. Electron. Syst., 2000

A clutter rejection technique for FLIR imagery using region based principal component analysis.
Pattern Recognit., 2000

A Modular Clutter Rejection Technique for FLIR Imagery Using Region-Based Principal Component Analysis.
Proceedings of the 2000 International Conference on Image Processing, 2000

An Adaptive Hierarchical Segmentation Algorithm Based on Quadtree Decomposition for Hyperspectral Imagery.
Proceedings of the 2000 International Conference on Image Processing, 2000

Dual-Band Passive Infrared Imagery for Automatic Clutter Rejection.
Proceedings of the 2000 International Conference on Image Processing, 2000

Automatic target detection using dualband infrared imagery.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Rate-constrained modular predictive residual vector quantization of digital images.
IEEE Signal Process. Lett., 1999

Selectively optimized networks for automatic clutter rejection.
Proceedings of the International Joint Conference Neural Networks, 1999

A Clutter Rejection Technique for FLIR Imagery Using Region-Based Principal Component Analysis.
Proceedings of the 1999 International Conference on Image Processing, 1999

Lossless Image Compression Using Modular Differential Pulse Code Modulation.
Proceedings of the 1999 International Conference on Image Processing, 1999

Bipolar Elgenspace Separation Transformation for Automatic Clutter Rejection.
Proceedings of the 1999 International Conference on Image Processing, 1999

An admission control framework to support media-streaming over packet-switched networks.
Proceedings of the 1999 IEEE International Conference on Communications: Global Convergence Through Communications, 1999

1998
A modular neural network vector predictor for predictive image coding.
IEEE Trans. Image Process., 1998

Automatic target recognition using a feature-decomposition and data-decomposition modular neural network.
IEEE Trans. Image Process., 1998

Guest Editorial Applications Of Artificial Neural Networks To Image Processing.
IEEE Trans. Image Process., 1998

Multiscale video compression using adaptive finite-state vector quantization.
J. Electronic Imaging, 1998

Very-Low-Bit-Rate Video Coding using Quadtree Decomposition and Cache-based Vector Quantization.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Object recognition using multilayer Hopfield neural network.
IEEE Trans. Image Process., 1997

Nonlinear vector prediction using feed-forward neural networks.
IEEE Trans. Image Process., 1997

Finite-state residual vector quantization using a tree-structured competitive neural network.
IEEE Trans. Circuits Syst. Video Technol., 1997

Very Low Bit-Rate Video Coding Using Variable Block-Size Entropy-Constrained Residual Vector Quantizers.
IEEE J. Sel. Areas Commun., 1997

An Application of Wavelet-Based Vector Quantization in Target Recognition.
Int. J. Artif. Intell. Tools, 1997

Asymptotical analysis of a modular neural network.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

A committee of networks classifier with multi-resolution feature extraction for automatic target recognition.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Combination of Two Learning Algorithms for Automatic Target Recognition.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Rate-Constrained Modular Predictive Residual Vector Quantization.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A predictive residual VQ using modular neural network vector predictor.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Channel assignment in cellular radio using genetic algorithms.
Wirel. Pers. Commun., 1996

Scalar-vector quantization of medical images.
IEEE Trans. Image Process., 1996

Advances in residual vector quantization: a review.
IEEE Trans. Image Process., 1996

Neural network architectures for vector prediction.
Proc. IEEE, 1996

Large Vocabulary Recognition of On-Line Handwritten Cursive Words.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

A modular neural network vector predictor for predictive VQ.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Subband image coding using block-zero tree coding and vector quantization.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Segmentation based wavelet coding of digital images.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Automatic target recognition using modularly cascaded vector quantizers and multilayer perceptrons.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Multi-Stage Target Recognition Using Modular Vector Quantizers and Multilayer Perceptrons.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Predictive residual vector quantization [image coding].
IEEE Trans. Image Process., 1995

Next-state functions for finite-state vector quantization.
IEEE Trans. Image Process., 1995

An efficient Euclidean distance computation for vector quantization using a truncated look-up table.
IEEE Trans. Circuits Syst. Video Technol., 1995

Subband coding with multistage VQ for wireless image communication.
IEEE Trans. Circuits Syst. Video Technol., 1995

Variable-rate predictive residual vector quantizer.
IEEE Signal Process. Lett., 1995

Neural network vector predictors with application to image coding.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Entropy-constrained predictive residual vector quantization of digital images.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

SAR moving target detection and identification using stochastic gradient techniques.
Proceedings of the 1995 International Conference on Acoustics, 1995

A hashing-based scheme for organizing vector quantization codebook.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Edge-based subband VQ techniques for images and video.
IEEE Trans. Circuits Syst. Video Technol., 1994

Dynamic finite-state vector quantization of digital images.
IEEE Trans. Commun., 1994

Predictive vector quantizer using constrained optimization.
IEEE Signal Process. Lett., 1994

A New Image and Video Compression Technique in an Asynchronous Transfer Mode Network Environment.
J. Vis. Commun. Image Represent., 1994

Residual vector quantization using a multilayer competitive neural network.
IEEE J. Sel. Areas Commun., 1994

Predictive residual vector quantization.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Constrained Gradient Descent Algorithm for Residual Vector Quantizer Design.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Evaluation of Design Parameters for a Cache Vector Quantization System.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Object recognition using multi-layer Hopfield neural network.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

An on-line cursive word recognition system.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Invariant Object Recognition Based on A Neural Network of Cascaded RCE Nets.
Int. J. Pattern Recognit. Artif. Intell., 1993

Next-state functions for finite-state vector quantization.
Proceedings of the Visual Communications and Image Processing '93, 1993

Predictive vector quantization using a neural network.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Hopfield network for stereo vision correspondence.
IEEE Trans. Neural Networks, 1992

A Stereo Vision Technique Using Curve-Segments and Relaxation Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Interframe Hierarchical Address-Vector Quantization.
IEEE J. Sel. Areas Commun., 1992

Composite predictive vector quantizer for encoding of still images.
J. Electronic Imaging, 1992

Subband coding of video using an edge-based vector quantization technique for compression of the upper bands.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

An interframe dynamic FSVQ codec for video sequence coding.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Object recognition by a Hopfield neural network.
IEEE Trans. Syst. Man Cybern., 1991

A self-organizing adaptive vector quantization technique.
J. Vis. Commun. Image Represent., 1991

An efficient terrain acquisition algorithm for a mobile robot.
Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991

A non-linear predictor for differential pulse-code encoder (DPCM) using artificial neural networks.
Proceedings of the 1991 International Conference on Acoustics, 1991

A New Transform Domain Vector Quantization Technique for Image Data Compression in an Asynchronous Transfer Mode Network.
Proceedings of the IEEE Data Compression Conference, 1991

1990
Image compression using address-vector quantization.
IEEE Trans. Commun., 1990

Interframe hierarchical address-vector quantization.
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990

Relaxation Based Modeling and Recognition of 3D Surfaces from Range Data.
Proceedings of IAPR Workshop on Machine Vision Applications, 1990

Object recognition by a Hopfield neural network.
Proceedings of the Third International Conference on Computer Vision, 1990

A dynamic finite-state vector quantization scheme.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Stereo vision correspondence using a multichannel graph matching technique.
Image Vis. Comput., 1989

Use of Hopfield network for stereo vision correspondence.
Proceedings of the IEEE International Conference on Systems, 1989

Interframe hierarchical vector quantization.
Proceedings of the IEEE International Conference on Acoustics, 1989

A dynamic address-vector quantization algorithm based on inter-block and inter-color correlation for color image coding.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
Image coding using vector quantization: a review.
IEEE Trans. Commun., 1988

Vector quantization of images based upon the kohonen self-organization feature maps.
Neural Networks, 1988

Integration of stereo-vision and optical flow using markov random fields.
Neural Networks, 1988

Stereo vision correspondence using a multichannel graph matching technique.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

A stereo vision technique using curve-segments and relaxation matching.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

Vector quantization of images based upon the Kohonen self-organizing feature maps.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

1985
Use of vector quantizers in image coding.
Proceedings of the IEEE International Conference on Acoustics, 1985

1984
A new image coding technique using transforms vector quantization.
Proceedings of the IEEE International Conference on Acoustics, 1984

Complex number theoretic transform in p-adic field.
Proceedings of the IEEE International Conference on Acoustics, 1984

1983
Image coding using vector quantization in the transform domain.
Pattern Recognit. Lett., 1983


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