Image coding using vector quantization in the transform domain. - Robert A. King; Nasser M. Nasrabadi (Pattern Recognit. Lett., 1983)

Complex number theoretic transform in p-adic field. - Nasser M. Nasrabadi; Robert A. King (ICASSP, 1984)

A new image coding technique using transforms vector quantization. - Nasser M. Nasrabadi; Robert A. King (ICASSP, 1984)

Use of vector quantizers in image coding. - Nasser M. Nasrabadi (ICASSP, 1985)

Vector quantization of images based upon the Kohonen self-organizing feature maps. - Nasser M. Nasrabadi; Yushu Feng (ICNN, 1988)

A stereo vision technique using curve-segments and relaxation matching. - Nasser M. Nasrabadi; Jen-Lai Chiang (ICPR, 1988)

Stereo vision correspondence using a multichannel graph matching technique. - Nasser M. Nasrabadi; Yi Liu; Jen-hi Chiang (ICRA, 1988)

Integration of stereo-vision and optical flow using markov random fields. - Sandra P. Clifford; Nasser M. Nasrabadi (Neural Networks, 1988)

Vector quantization of images based upon the kohonen self-organization feature maps. - Nasser M. Nasrabadi; Yushu Feng (Neural Networks, 1988)

Image coding using vector quantization: a review. - Nasser M. Nasrabadi; Robert A. King (IEEE Trans. Commun., 1988)

A dynamic address-vector quantization algorithm based on inter-block and inter-color correlation for color image coding. - Yushu Feng; Nasser M. Nasrabadi (ICASSP, 1989)

Interframe hierarchical vector quantization. - Nasser M. Nasrabadi; Shihkuan E. Lin; Yushu Feng (ICASSP, 1989)

Use of Hopfield network for stereo vision correspondence. - Nasser M. Nasrabadi; Wei Li 047; Bradley G. Epranian; Charles A. Butkus (SMC, 1989)

Stereo vision correspondence using a multichannel graph matching technique. - Nasser M. Nasrabadi; Yi Liu (Image Vis. Comput., 1989)

A dynamic finite-state vector quantization scheme. - Nasser M. Nasrabadi; Yushu Feng (ICASSP, 1990)

Object recognition by a Hopfield neural network. - Nasser M. Nasrabadi; Wei Li 047; Chang Y. Choo (ICCV, 1990)

Relaxation Based Modeling and Recognition of 3D Surfaces from Range Data. - Chang Y. Choo; Nasser M. Nasrabadi; William I. Kwak (MVA, 1990)

Interframe hierarchical address-vector quantization. - Nasser M. Nasrabadi (VCIP, 1990)

Image compression using address-vector quantization. - Nasser M. Nasrabadi; Yushu Feng (IEEE Trans. Commun., 1990)

A New Transform Domain Vector Quantization Technique for Image Data Compression in an Asynchronous Transfer Mode Network. - Peter P. Polit; Nasser M. Nasrabadi (Data Compression Conference, 1991)

A non-linear predictor for differential pulse-code encoder (DPCM) using artificial neural networks. - Soheil A. Dianat; Nasser M. Nasrabadi; S. Venkataraman (ICASSP, 1991)

An efficient terrain acquisition algorithm for a mobile robot. - Chang Y. Choo; John M. Smith; Nasser M. Nasrabadi (ICRA, 1991)

A self-organizing adaptive vector quantization technique. - Yushu Feng; Nasser M. Nasrabadi; Chang Y. Choo (J. Vis. Commun. Image Represent., 1991)

Object recognition by a Hopfield neural network. - Nasser M. Nasrabadi; Wei Li 047 (IEEE Trans. Syst. Man Cybern., 1991)

An interframe dynamic FSVQ codec for video sequence coding. - Qiang Guo; Nasser M. Nasrabadi; Nader Mohsenian (ICASSP, 1992)

Subband coding of video using an edge-based vector quantization technique for compression of the upper bands. - Nader Mohsenian; Nasser M. Nasrabadi (ICASSP, 1992)

Composite predictive vector quantizer for encoding of still images. - Nader Mohsenian; Nasser M. Nasrabadi (J. Electronic Imaging, 1992)

Interframe Hierarchical Address-Vector Quantization. - Nasser M. Nasrabadi; Chang Y. Choo; Jennifer U. Roy (IEEE J. Sel. Areas Commun., 1992)

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

Hopfield network for stereo vision correspondence. - Nasser M. Nasrabadi; Chang Y. Choo (IEEE Trans. Neural Networks, 1992)

Predictive vector quantization using a neural network. - Nader Mohsenian; Nasser M. Nasrabadi (ICASSP (5), 1993)

Next-state functions for finite-state vector quantization. - Nasser M. Nasrabadi; Nader Mohsenian; Hon-Tung Mak; Syed A. Rizvi (VCIP, 1993)

Invariant Object Recognition Based on A Neural Network of Cascaded RCE Nets. - Wei Li 047; Nasser M. Nasrabadi (Int. J. Pattern Recognit. Artif. Intell., 1993)

An on-line cursive word recognition system. - Giovanni Seni; Nasser M. Nasrabadi; Rohini K. Srihari (CVPR, 1994)

Object recognition using multi-layer Hopfield neural network. - Susan S. Young; Peter D. Scott; Nasser M. Nasrabadi (CVPR, 1994)

Evaluation of Design Parameters for a Cache Vector Quantization System. - Chang Y. Choo; Nasser M. Nasrabadi (ICIP (1), 1994)

Constrained Gradient Descent Algorithm for Residual Vector Quantizer Design. - Mahesh Venkatraman; Nasser M. Nasrabadi (ICIP (1), 1994)

Predictive residual vector quantization. - Syed A. Rizvi; Nasser M. Nasrabadi (ICPR (3), 1994)

Residual vector quantization using a multilayer competitive neural network. - Syed A. Rizvi; Nasser M. Nasrabadi (IEEE J. Sel. Areas Commun., 1994)

A New Image and Video Compression Technique in an Asynchronous Transfer Mode Network Environment. - Peter P. Polit; Nasser M. Nasrabadi (J. Vis. Commun. Image Represent., 1994)

Predictive vector quantizer using constrained optimization. - Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Signal Process. Lett., 1994)

Dynamic finite-state vector quantization of digital images. - Nasser M. Nasrabadi; Chang Y. Choo; Yushu Feng (IEEE Trans. Commun., 1994)

Edge-based subband VQ techniques for images and video. - Nader Mohsenian; Nasser M. Nasrabadi (IEEE Trans. Circuits Syst. Video Technol., 1994)

A hashing-based scheme for organizing vector quantization codebook. - Chang Y. Choo; Erik Kristenson; Nasser M. Nasrabadi; Xiaonong Ran (ICASSP, 1995)

SAR moving target detection and identification using stochastic gradient techniques. - Susan S. Young; Nasser M. Nasrabadi; Mehrdad Soumekh (ICASSP, 1995)

Entropy-constrained predictive residual vector quantization of digital images. - Syed A. Rizvi; Nasser M. Nasrabadi; Lin-Cheng Wang (ICIP (3), 1995)

Neural network vector predictors with application to image coding. - Syed A. Rizvi; Lin-Cheng Wang; Nasser M. Nasrabadi (ICIP (3), 1995)

Variable-rate predictive residual vector quantizer. - Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Signal Process. Lett., 1995)

Subband coding with multistage VQ for wireless image communication. - Euee S. Jang; Nasser M. Nasrabadi (IEEE Trans. Circuits Syst. Video Technol., 1995)

An efficient Euclidean distance computation for vector quantization using a truncated look-up table. - Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Trans. Circuits Syst. Video Technol., 1995)

Next-state functions for finite-state vector quantization. - Nasser M. Nasrabadi; Syed A. Rizvi (IEEE Trans. Image Process., 1995)

Predictive residual vector quantization [image coding]. - Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1995)

Multi-Stage Target Recognition Using Modular Vector Quantizers and Multilayer Perceptrons. - LipChen Alex Chan; Nasser M. Nasrabadi; Vincent Mirelli (CVPR, 1996)

Automatic target recognition using modularly cascaded vector quantizers and multilayer perceptrons. - LipChen Alex Chan; Nasser M. Nasrabadi; Vincent Mirelli (ICASSP, 1996)

Segmentation based wavelet coding of digital images. - Euee S. Jang; Heesung Kwon; Lin-Cheng Wang; Syed A. Rizvi; Nasser M. Nasrabadi (ICASSP, 1996)

Subband image coding using block-zero tree coding and vector quantization. - Sahng H. Park; Hyeon J. Moon; Nasser M. Nasrabadi (ICASSP, 1996)

A modular neural network vector predictor for predictive VQ. - Lin-Cheng Wang; Syed A. Rizvi; Nasser M. Nasrabadi (ICIP (3), 1996)

Large Vocabulary Recognition of On-Line Handwritten Cursive Words. - Giovanni Seni; Rohini K. Srihari; Nasser M. Nasrabadi (IEEE Trans. Pattern Anal. Mach. Intell., 1996)

Neural network architectures for vector prediction. - Syed A. Rizvi; Lin-Cheng Wang; Nasser M. Nasrabadi (Proc. IEEE, 1996)

Advances in residual vector quantization: a review. - Christopher F. Barnes; Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1996)

Scalar-vector quantization of medical images. - Nader Mohsenian; Homayoun Shahri; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1996)

Channel assignment in cellular radio using genetic algorithms. - Jae-Soo Kim; Sahng H. Park; Patrick W. Dowd; Nasser M. Nasrabadi (Wirel. Pers. Commun., 1996)

A predictive residual VQ using modular neural network vector predictor. - Lin-Cheng Wang; Syed A. Rizvi; Nasser M. Nasrabadi (ICASSP, 1997)

Rate-Constrained Modular Predictive Residual Vector Quantization. - Syed A. Rizvi; Lin-Cheng Wang; Nasser M. Nasrabadi (ICIP (3), 1997)

Combination of Two Learning Algorithms for Automatic Target Recognition. - Lin-Cheng Wang; LipChen Alex Chan; Nasser M. Nasrabadi; Sandor Z. Der (ICIP (1), 1997)

A committee of networks classifier with multi-resolution feature extraction for automatic target recognition. - Lin-Cheng Wang; Sandor Z. Der; Nasser M. Nasrabadi (ICNN, 1997)

Asymptotical analysis of a modular neural network. - Lin-Cheng Wang; Nasser M. Nasrabadi; Sandor Z. Der (ICNN, 1997)

An Application of Wavelet-Based Vector Quantization in Target Recognition. - LipChen Alex Chan; Nasser M. Nasrabadi (Int. J. Artif. Intell. Tools, 1997)

Very Low Bit-Rate Video Coding Using Variable Block-Size Entropy-Constrained Residual Vector Quantizers. - Heesung Kwon; Mahesh Venkatraman; Nasser M. Nasrabadi (IEEE J. Sel. Areas Commun., 1997)

Finite-state residual vector quantization using a tree-structured competitive neural network. - Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Trans. Circuits Syst. Video Technol., 1997)

Nonlinear vector prediction using feed-forward neural networks. - Syed A. Rizvi; Lin-Cheng Wang; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1997)

Object recognition using multilayer Hopfield neural network. - Susan S. Young; Peter D. Scott; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1997)

Very-Low-Bit-Rate Video Coding using Quadtree Decomposition and Cache-based Vector Quantization. - Heesung Kwon; Mahesh Venkatraman; Nasser M. Nasrabadi (ICIP (3), 1998)

Multiscale video compression using adaptive finite-state vector quantization. - Heesung Kwon; Mahesh Venkatraman; Nasser M. Nasrabadi (J. Electronic Imaging, 1998)

Guest Editorial Applications Of Artificial Neural Networks To Image Processing. - Rama Chellappa; Kunihiko Fukushima; Aggelos K. Katsaggelos; Sun-Yuan Kung; Yann LeCun; Nasser M. Nasrabadi; Tomaso A. Poggio (IEEE Trans. Image Process., 1998)

Automatic target recognition using a feature-decomposition and data-decomposition modular neural network. - Lin-Cheng Wang; Sandor Z. Der; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1998)

A modular neural network vector predictor for predictive image coding. - Lin-Cheng Wang; Syed A. Rizvi; Nasser M. Nasrabadi (IEEE Trans. Image Process., 1998)

An admission control framework to support media-streaming over packet-switched networks. - Mahesh Venkatraman; Nasser M. Nasrabadi (ICC, 1999)

Bipolar Elgenspace Separation Transformation for Automatic Clutter Rejection. - LipChen Alex Chan; Nasser M. Nasrabadi; Don J. Torrieri (ICIP (1), 1999)

Lossless Image Compression Using Modular Differential Pulse Code Modulation. - Syed A. Rizvi; Nasser M. Nasrabadi (ICIP (1), 1999)

A Clutter Rejection Technique for FLIR Imagery Using Region-Based Principal Component Analysis. - Syed A. Rizvi; Nasser M. Nasrabadi; Sandor Z. Der (ICIP (4), 1999)

Selectively optimized networks for automatic clutter rejection. - LipChen Alex Chan; Nasser M. Nasrabadi; Don J. Torrieri (IJCNN, 1999)

Rate-constrained modular predictive residual vector quantization of digital images. - Syed A. Rizvi; Lin-Cheng Wang; Nasser M. Nasrabadi (IEEE Signal Process. Lett., 1999)

Automatic target detection using dualband infrared imagery. - LipChen Alex Chan; Sandor Z. Der; Nasser M. Nasrabadi (ICASSP, 2000)

Dual-Band Passive Infrared Imagery for Automatic Clutter Rejection. - LipChen Alex Chan; Sandor Z. Der; Nasser M. Nasrabadi (ICIP, 2000)

An Adaptive Hierarchical Segmentation Algorithm Based on Quadtree Decomposition for Hyperspectral Imagery. - Heesung Kwon; Sandor Z. Der; Nasser M. Nasrabadi (ICIP, 2000)

A Modular Clutter Rejection Technique for FLIR Imagery Using Region-Based Principal Component Analysis. - Syed A. Rizvi; Tarek N. Saadawi; Nasser M. Nasrabadi (ICIP, 2000)

A clutter rejection technique for FLIR imagery using region based principal component analysis. - Syed A. Rizvi; Tarek N. Saadawi; Nasser M. Nasrabadi (Pattern Recognit., 2000)

Object-based SAR image compression using vector quantization. - Mahesh Venkatraman; Heesung Kwon; Nasser M. Nasrabadi (IEEE Trans. Aerosp. Electron. Syst., 2000)

Joint compression and discrimination algorithm for clutter rejection. - Sandor Z. Der; LipChen Alex Chan; Nasser M. Nasrabadi (ICIP (1), 2001)

An adaptive segmentation algorithm using iterative local feature extraction for hyperspectral imagery. - Heesung Kwon; Nasser M. Nasrabadi (ICIP (1), 2001)

Unsupervised segmentation algorithm based on an iterative spectral dissimilarity measure for hyperspectral imagery. - Heesung Kwon; Sandor Z. Der; Nasser M. Nasrabadi (VCIP, 2001)

Experimental Evaluation of FLIR ATR Approaches - A Comparative Study. - Baoxin Li; Rama Chellappa; Qinfen Zheng; Sandor Z. Der; Nasser M. Nasrabadi; LipChen Alex Chan; Lin-Cheng Wang (Comput. Vis. Image Underst., 2001)

Infrared-image classification using support vector machines. - Shaorong Chang; Nasser M. Nasrabadi; Lawrence Carin (ICASSP, 2002)

A modular clutter rejection technique for FLIR imagery using region-based principal component analysis. - Syed A. Rizvi; Nasser M. Nasrabadi (Pattern Recognit., 2002)

Fusion Techniques for Automatic Target Recognition. - Syed A. Rizvi; Nasser M. Nasrabadi (AIPR, 2003)

Improved target detector for FLIR imagery. - LipChen Alex Chan; Sandor Z. Der; Nasser M. Nasrabadi (ICASSP (2), 2003)

Time series processing of FLIR imagery for MTI and change detection. - Mehrdad Soumekh; Susan S. Young; Nasser M. Nasrabadi (ICASSP (5), 2003)

Projection-based adaptive anomaly detection for hyperspectral imagery. - Heesung Kwon; Sandor Z. Der; Nasser M. Nasrabadi (ICIP (1), 2003)

Clutter rejection in FLIR imagery using spatially-varying adaptive filtering. - Susan S. Young; Nasser M. Nasrabadi; Mehrdad Soumekh (ICIP (1), 2003)

Dualband FLIR fusion for automatic target recognition. - LipChen Alex Chan; Sandor Z. Der; Nasser M. Nasrabadi (Inf. Fusion, 2003)

Fusion of FLIR automatic target recognition algorithms. - Syed A. Rizvi; Nasser M. Nasrabadi (Inf. Fusion, 2003)

Hyperspectral Target Detection Using Kernel Spectral Matched Filter. - Heesung Kwon; Nasser M. Nasrabadi (CVPR Workshops, 2004)

Hyperspectral target detection using kernel matched subspace detector. - Heesung Kwon; Nasser M. Nasrabadi (ICIP, 2004)

Hyperspectral anomaly detection using kernel rx-algorithm. - Heesung Kwon; Nasser M. Nasrabadi (ICIP, 2004)

Kernel-based subpixel target detection in hyperspectral images. - Heesung Kwon; Nasser M. Nasrabadi (IJCNN, 2004)

Kernel Matched Signal Detectors for Hyperspectral Target Detection. - Heesung Kwon; Nasser M. Nasrabadi (CVPR Workshops, 2005)

Kernel adaptive subspace detector for hyperspectral target detection. - Heesung Kwon; Nasser M. Nasrabadi (ICASSP (4), 2005)

Kernel spectral matched filter for hyperspectral target detection. - Nasser M. Nasrabadi; Heesung Kwon (ICASSP (4), 2005)

Hyperspectral target detection using kernel orthogonal subspace projection. - Heesung Kwon; Nasser M. Nasrabadi (ICIP (2), 2005)

Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery. - Heesung Kwon; Nasser M. Nasrabadi (IEEE Trans. Geosci. Remote. Sens., 2005)

Kernel orthogonal subspace projection for hyperspectral signal classification. - Heesung Kwon; Nasser M. Nasrabadi (IEEE Trans. Geosci. Remote. Sens., 2005)

A joint compression-discrimination neural transformation applied to target detection. - LipChen Alex Chan; Sandor Z. Der; Nasser M. Nasrabadi (IEEE Trans. Syst. Man Cybern. Part B, 2005)

Kernel adaptive subspace detector for hyperspectral imagery. - Heesung Kwon; Nasser M. Nasrabadi (IEEE Geosci. Remote. Sens. Lett., 2006)

Kernel Matched Subspace Detectors for Hyperspectral Target Detection. - Heesung Kwon; Nasser M. Nasrabadi (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Regularized Spectral Matched Filter for Target Detection in Hyperspectral Imagery. - Nasser M. Nasrabadi (ICIP (4), 2007)

Penalized spectral matched filter for target detection in hyperspectral imagery. - Nasser M. Nasrabadi (IGARSS, 2007)

Kernel-Based Spectral Matched Signal Detectors for Hyperspectral Target Detection. - Nasser M. Nasrabadi (PReMI, 2007)

A Comparative Analysis of Kernel Subspace Target Detectors for Hyperspectral Imagery. - Heesung Kwon; Nasser M. Nasrabadi (EURASIP J. Adv. Signal Process., 2007)

Kernel Spectral Matched Filter for Hyperspectral Imagery. - Heesung Kwon; Nasser M. Nasrabadi (Int. J. Comput. Vis., 2007)

Pattern Recognition and Machine Learning. - Christopher M. Bishop; Nasser M. Nasrabadi (J. Electronic Imaging, 2007)

Kernel Eigenspace Separation Transform for Subspace Anomaly Detection in Hyperspectral Imagery. - Hirsh R. Goldberg; Heesung Kwon; Nasser M. Nasrabadi (IEEE Geosci. Remote. Sens. Lett., 2007)

A nonlinear kernel-based joint fusion/detection of anomalies using Hyperspectral and SAR imagery. - Nasser M. Nasrabadi (ICIP, 2008)

Joint fusion and detection of mines using hyperspectral and SAR data. - Nasser M. Nasrabadi (Image Processing: Algorithms and Systems, 2008)

Regularized Spectral Matched Filter for Target Recognition in Hyperspectral Imagery. - Nasser M. Nasrabadi (IEEE Signal Process. Lett., 2008)

Wiener Prediction-based Change Detection for Locating Mines in Multilook SAR Imagery. - Nasser M. Nasrabadi (IGARSS (2), 2009)

Kernel subspace-based anomaly detection for hyperspectral imagery. - Nasser M. Nasrabadi (WHISPERS, 2009)

Block Wiener-based image registration for moving target indication. - Lance M. Kaplan; Nasser M. Nasrabadi (Image Vis. Comput., 2009)

Automated Hyperspectral Cueing for Civilian Search and Rescue. - Michael T. Eismann; Alan D. Stocker; Nasser M. Nasrabadi (Proc. IEEE, 2009)

Automatic target recognition based on simultaneous sparse representation. - Vishal M. Patel; Nasser M. Nasrabadi; Rama Chellappa (ICIP, 2010)

Anomaly Detection for Longwave FLIR Imagery Using Kernel Wavelet-RX. - Asif Mehmood; Nasser M. Nasrabadi (ICPR, 2010)

Sparsity-based classification of hyperspectral imagery. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2010)

Classification for hyperspectral imagery based on sparse representation. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2010)

Robust multi-sensor classification via joint sparse representation. - Nam H. Nguyen; Nasser M. Nasrabadi; Trac D. Tran (FUSION, 2011)

Heterogeneous multi-metric learning for multi-sensor fusion. - Haichao Zhang 001; Thomas S. Huang; Nasser M. Nasrabadi; Yanning Zhang 001 (FUSION, 2011)

Transient acoustic signal classification using joint sparse representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang; Yanning Zhang 001 (ICASSP, 2011)

Multi-observation visual recognition via joint dynamic sparse representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Yanning Zhang 001; Thomas S. Huang (ICCV, 2011)

Close the loop: Joint blind image restoration and recognition with sparse representation prior. - Haichao Zhang 001; Jianchao Yang; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (ICCV, 2011)

Multi-view face recognition via joint dynamic sparse representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang; Yanning Zhang 001 (ICIP, 2011)

Robust Lasso with missing and grossly corrupted observations. - Nam H. Nguyen; Nasser M. Nasrabadi; Trac D. Tran (NIPS, 2011)

Random projection as dimensionality reduction and its effect on classical target recognition and anomaly detection techniques. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2011)

Sparse Representation for Target Detection in Hyperspectral Imagery. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE J. Sel. Top. Signal Process., 2011)

Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE Geosci. Remote. Sens. Lett., 2011)

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Geosci. Remote. Sens., 2011)

Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction. - Hien Van Nguyen; Vishal M. Patel; Nasser M. Nasrabadi; Rama Chellappa (ECCV (6), 2012)

Joint Sparsity-Based Robust Multimodal Biometrics Recognition. - Sumit Shekhar; Vishal M. Patel; Nasser M. Nasrabadi; Rama Chellappa (ECCV Workshops (3), 2012)

Multi-sensor joint kernel sparse representation for personnel detection. - Nam H. Nguyen; Nasser M. Nasrabadi; Trac D. Tran (EUSIPCO, 2012)

Kernel dictionary learning. - Hien Van Nguyen; Vishal M. Patel; Nasser M. Nasrabadi; Rama Chellappa (ICASSP, 2012)

Kernel multi-metric learning for multi-channel transient acoustic signal classification. - Haichao Zhang 001; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (ICASSP, 2012)

Joint dynamic sparse learning and its application to multi-view face recognition. - Haichao Zhang 001; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (ICPR, 2012)

Kernel sparse representation for hyperspectral target detection. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2012)

Covariance trace for polarimetric anomaly detection. - João M. Romano; Dalton S. Rosario; Nasser M. Nasrabadi (IGARSS, 2012)

Discriminative graphical models for sparsity-based hyperspectral target detection. - Umamahesh Srinivas; Yi Chen 014; Vishal Monga; Nasser M. Nasrabadi; Trac D. Tran (IGARSS, 2012)

Discriminative dictionary design using LVQ for hyperspectral image classification. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2012)

Joint dynamic sparse representation for multi-view face recognition. - Haichao Zhang 001; Nasser M. Nasrabadi; Yanning Zhang 001; Thomas S. Huang (Pattern Recognit., 2012)

Multi-View Automatic Target Recognition using Joint Sparse Representation. - Haichao Zhang 001; Nasser M. Nasrabadi; Yanning Zhang 001; Thomas S. Huang (IEEE Trans. Aerosp. Electron. Syst., 2012)

Joint-Structured-Sparsity-Based Classification for Multiple-Measurement Transient Acoustic Signals. - Haichao Zhang 001; Yanning Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint. - Qing Qu 001; Nasser M. Nasrabadi; Trac D. Tran (ICASSP, 2013)

Graph-based multi-sensor fusion for acoustic signal classification. - Umamahesh Srinivas; Nasser M. Nasrabadi; Vishal Monga (ICASSP, 2013)

Discriminative and compact dictionary design for Hyperspectral Image classification using learning VQ framework. - Zhaowen Wang; Nasser M. Nasrabadi; Thomas S. Huang (ICASSP, 2013)

A Max-Margin Perspective on Sparse Representation-Based Classification. - Zhaowen Wang; Jianchao Yang; Nasser M. Nasrabadi; Thomas S. Huang (ICCV, 2013)

Opportunistic sensing for object recognition - A unified formulation for dynamic sensor selection and feature extraction. - Zhaowen Wang; Jianchao Yang; Nasser M. Nasrabadi; Jiangping Wang; Thomas S. Huang (ICME, 2013)

Low rank representation for bilinear abundance estimation problem. - Qing Qu 001; Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (WHISPERS, 2013)

Multi-metric learning for multi-sensor fusion based classification. - Yanning Zhang 001; Haichao Zhang 001; Nasser M. Nasrabadi; Thomas S. Huang (Inf. Fusion, 2013)

Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. - Umamahesh Srinivas; Yi Chen 014; Vishal Monga; Nasser M. Nasrabadi; Trac D. Tran (IEEE Geosci. Remote. Sens. Lett., 2013)

Performance comparison of feature extraction algorithms for target detection and classification. - Soheil Bahrampour; Asok Ray; Soumalya Sarkar; Thyagaraju Damarla; Nasser M. Nasrabadi (Pattern Recognit. Lett., 2013)

Hyperspectral Image Classification via Kernel Sparse Representation. - Yi Chen 014; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Geosci. Remote. Sens., 2013)

Design of Non-Linear Kernel Dictionaries for Object Recognition. - Hien Van Nguyen; Vishal M. Patel; Nasser M. Nasrabadi; Rama Chellappa (IEEE Trans. Image Process., 2013)

Quality-Based Multimodal Classification Using Tree-Structured Sparsity. - Soheil Bahrampour; Asok Ray; Nasser M. Nasrabadi; Kenneth W. Jenkins (CVPR, 2014)

Active Planning, Sensing, and Recognition Using a Resource-Constrained Discriminant POMDP. - Zhaowen Wang; Zhangyang Wang; Mark Moll; Po-Sen Huang; Devin K. Grady; Nasser M. Nasrabadi; Thomas S. Huang; Lydia E. Kavraki; Mark Hasegawa-Johnson (CVPR Workshops, 2014)

Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing. - Qing Qu 001; Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (ICASSP, 2014)

Coupled dictionaries for thermal to visible face recognition. - Christopher Reale; Nasser M. Nasrabadi; Rama Chellappa (ICIP, 2014)

Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (ICIP, 2014)

Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. - Xiaoxia Sun; Qing Qu 001; Nasser M. Nasrabadi; Trac D. Tran (IEEE Geosci. Remote. Sens. Lett., 2014)

Joint Sparse Representation for Robust Multimodal Biometrics Recognition. - Sumit Shekhar; Vishal M. Patel; Nasser M. Nasrabadi; Rama Chellappa (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Hyperspectral Target Detection : An Overview of Current and Future Challenges. - Nasser M. Nasrabadi (IEEE Signal Process. Mag., 2014)

Separated Component-Based Restoration of Speckled SAR Images. - Vishal M. Patel; Glenn R. Easley; Rama Chellappa; Nasser M. Nasrabadi (IEEE Trans. Geosci. Remote. Sens., 2014)

Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation. - Qing Qu 001; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Geosci. Remote. Sens., 2014)

Spatial-Spectral Classification of Hyperspectral Images Using Discriminative Dictionary Designed by Learning Vector Quantization. - Zhaowen Wang; Nasser M. Nasrabadi; Thomas S. Huang (IEEE Trans. Geosci. Remote. Sens., 2014)

Incremental Dictionary Learning for Unsupervised Domain Adaptation. - Boyu Lu; Rama Chellappa; Nasser M. Nasrabadi (BMVC, 2015)

Kernel task-driven dictionary learning for hyperspectral image classification. - Soheil Bahrampour; Nasser M. Nasrabadi; Asok Ray; Kenneth W. Jenkins (ICASSP, 2015)

Multi-sensor classification via sparsity-based representation with low-rank interference. - Minh Dao; Nasser M. Nasrabadi; Trac D. Tran (ICASSP, 2015)

Semi-supervised multi-sensor classification via consensus-based Multi-View Maximum Entropy Discrimination. - Tianpei Xie; Nasser M. Nasrabadi; Alfred O. Hero III (ICASSP, 2015)

Multichannel transient acoustic signal classification using task-driven dictionary with joint sparsity and beamforming. - Yang Zhang 001; Nasser M. Nasrabadi; Mark Hasegawa-Johnson (ICASSP, 2015)

Task-driven dictionary learning with different Laplacian priors for hyperspectral image classification. - Boyu Lu; Nasser M. Nasrabadi (IGARSS, 2015)

Coupled Auto-Associative Neural Networks for Heterogeneous Face Recognition. - Benjamin S. Riggan; Christopher Reale; Nasser M. Nasrabadi (IEEE Access, 2015)

Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. - Qing Qu 001; Nasser M. Nasrabadi; Trac D. Tran (IEEE J. Sel. Top. Signal Process., 2015)

Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals. - Umamahesh Srinivas; Nasser M. Nasrabadi; Vishal Monga (IEEE Trans. Cybern., 2015)

Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Geosci. Remote. Sens., 2015)

Semisupervised Hyperspectral Classification Using Task-Driven Dictionary Learning With Laplacian Regularization. - Zhangyang Wang; Nasser M. Nasrabadi; Thomas S. Huang (IEEE Trans. Geosci. Remote. Sens., 2015)

Learning a Mixture of Deep Networks for Single Image Super-Resolution. - Ding Liu 001; Zhaowen Wang; Nasser M. Nasrabadi; Thomas S. Huang (ACCV (3), 2016)

Seeing the Forest from the Trees: A Holistic Approach to Near-Infrared Heterogeneous Face Recognition. - Christopher Reale; Nasser M. Nasrabadi; Heesung Kwon; Rama Chellappa (CVPR Workshops, 2016)

Sparsity-based fusion of multiple sensors and multiple features for acoustic transients classification. - Minh Dao; Tung-Duong Tran-Luu; Nasser M. Nasrabadi (GlobalSIP, 2016)

An analysis of the robustness of deep face recognition networks to noisy training labels. - Christopher Reale; Nasser M. Nasrabadi; Rama Chellappa (GlobalSIP, 2016)

Invariant hierarchical sparse coding for object recognition via bags of atoms. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (GlobalSIP, 2016)

Task-driven deep transfer learning for image classification. - Zhengming Ding; Nasser M. Nasrabadi; Yun Fu 001 (ICASSP, 2016)

Sparse coding with fast image alignment via large displacement optical flow. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (ICASSP, 2016)

Resource-aware fusion in multimodal sensing under network constraints. - Muchen Wu; Nasser M. Nasrabadi; Srikanth V. Krishnamurthy; Prasant Mohapatra (INFOCOM Workshops, 2016)

Multimodal Task-Driven Dictionary Learning for Image Classification. - Soheil Bahrampour; Nasser M. Nasrabadi; Asok Ray; William Kenneth Jenkins (IEEE Trans. Image Process., 2016)

Collaborative Multi-Sensor Classification Via Sparsity-Based Representation. - Minh Dao; Nam H. Nguyen; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Signal Process., 2016)

Multibiometric secure system based on deep learning. - Veeru Talreja; Matthew C. Valenti; Nasser M. Nasrabadi (GlobalSIP, 2017)

Accurate and Timely Situation Awareness Retrieval from a Bandwidth Constrained Camera Network. - Tuan Dao; Amit K. Roy-Chowdhury; Nasser M. Nasrabadi; Srikanth V. Krishnamurthy; Prasant Mohapatra; Lance M. Kaplan (MASS, 2017)

3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition. - Amirsina Torfi; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi; Jeremy M. Dawson (IEEE Access, 2017)

Supervised Multilayer Sparse Coding Networks for Image Classification. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (CoRR, 2017)

Coupled 3D Convolutional Neural Networks for Audio-Visual Recognition. - Amirsina Torfi; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi; Jeremy M. Dawson (CoRR, 2017)

Learning to Classify With Possible Sensor Failures. - Tianpei Xie; Nasser M. Nasrabadi; Alfred O. Hero III (IEEE Trans. Signal Process., 2017)

Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis. - Hadi Kazemi; Fariborz Taherkhani; Nasser M. Nasrabadi (BIOSIG, 2018)

Deep Sparse Feature Selection and Fusion for Textured Contact Lens Detection. - Domenick Poster; Nasser M. Nasrabadi; Benjamin S. Riggan (BIOSIG, 2018)

Facial Attribute Guided Deep Cross-Modal Hashing for Face Image Retrieval. - Fariborz Taherkhani; Veeru Talreja; Hadi Kazemi; Nasser M. Nasrabadi (BIOSIG, 2018)

ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction. - Ali Dabouei; Sobhan Soleymani; Hadi Kazemi; Seyed Mehdi Iranmanesh; Jeremy M. Dawson; Nasser M. Nasrabadi (BTAS, 2018)

Deep Sketch-Photo Face Recognition Assisted by Facial Attributes. - Seyed Mehdi Iranmanesh; Hadi Kazemi; Sobhan Soleymani; Ali Dabouei; Nasser M. Nasrabadi (BTAS, 2018)

Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification. - Sobhan Soleymani; Ali Dabouei; Seyed Mehdi Iranmanesh; Hadi Kazemi; Jeremy M. Dawson; Nasser M. Nasrabadi (BTAS, 2018)

Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. - Hadi Kazemi; Sobhan Soleymani; Ali Dabouei; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (CVPR Workshops, 2018)

A Deep Face Identification Network Enhanced by Facial Attributes Prediction. - Fariborz Taherkhani; Nasser M. Nasrabadi; Jeremy M. Dawson (CVPR Workshops, 2018)

Convolutional Neural Networks for Aerial Multi-Label Pedestrian Detection. - Amir Soleimani; Nasser M. Nasrabadi (FUSION, 2018)

Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval. - Veeru Talreja; Fariborz Taherkhani; Matthew C. Valenti; Nasser M. Nasrabadi (GlobalSIP, 2018)

Fingerprint Distortion Rectification Using Deep Convolutional Neural Networks. - Ali Dabouei; Hadi Kazemi; Seyed Mehdi Iranmanesh; Jeremy M. Dawson; Nasser M. Nasrabadi (ICB, 2018)

Deep Cross Polarimetric Thermal-to-Visible Face Recognition. - Seyed Mehdi Iranmanesh; Ali Dabouei; Hadi Kazemi; Nasser M. Nasrabadi (ICB, 2018)

Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification. - Sobhan Soleymani; Amirsina Torfi; Jeremy M. Dawson; Nasser M. Nasrabadi (ICIP, 2018)

Supervised Deep Sparse Coding Networks. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (ICIP, 2018)

Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching. - Benjamin S. Riggan; Nathaniel J. Short; M. Saquib Sarfraz; Shuowen Hu; He Zhang 004; Vishal M. Patel; Sanka Rasnayaka; Jing Li 050; Terence Sim; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (ICME Workshops, 2018)

Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. - Amirsina Torfi; Jeremy M. Dawson; Nasser M. Nasrabadi (ICME, 2018)

Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification. - Sobhan Soleymani; Ali Dabouei; Hadi Kazemi; Jeremy M. Dawson; Nasser M. Nasrabadi (ICPR, 2018)

Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound. - Hadi Kazemi; Sobhan Soleymani; Fariborz Taherkhani; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (NeurIPS, 2018)

Facial Attributes Guided Deep Sketch-to-Photo Synthesis. - Hadi Kazemi; Seyed Mehdi Iranmanesh; Ali Dabouei; Sobhan Soleymani; Nasser M. Nasrabadi (WACV Workshops, 2018)

An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data. - Oytun Ulutan; Benjamin S. Riggan; Nasser M. Nasrabadi; B. S. Manjunath (WACV, 2018)

Convolutional Neural Networks for Aerial Vehicle Detection and Recognition. - Amir Soleimani; Nasser M. Nasrabadi; Elias J. Griffith; Jason F. Ralph; Simon Maskell (CoRR, 2018)

Semi-supervised Deep Domain Adaptation via Coupled Neural Networks. - Zhengming Ding; Nasser M. Nasrabadi; Yun Fu 001 (IEEE Trans. Image Process., 2018)

Matrix Completion for Graph-Based Deep Semi-Supervised Learning. - Fariborz Taherkhani; Hadi Kazemi; Nasser M. Nasrabadi (AAAI, 2019)

Identity-Aware Deep Face Hallucination via Adversarial Face Verification. - Hadi Kazemi; Fariborz Taherkhani; Nasser M. Nasrabadi (BTAS, 2019)

Defending Against Adversarial Iris Examples UsingWavelet Decomposition. - Sobhan Soleymani; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (BTAS, 2019)

Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition. - Veeru Talreja; Fariborz Taherkhani; Matthew C. Valenti; Nasser M. Nasrabadi (BTAS, 2019)

Zero-Shot Deep Hashing and Neural Network Based Error Correction for Face Template Protection. - Veeru Talreja; Matthew C. Valenti; Nasser M. Nasrabadi (BTAS, 2019)

An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery. - Domenick Poster; Shuowen Hu; Nasser M. Nasrabadi; Benjamin S. Riggan (CVPR Workshops, 2019)

Deep Contactless Fingerprint Unwarping. - Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (ICB, 2019)

Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition. - Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (ICB, 2019)

Adversarial Examples to Fool Iris Recognition Systems. - Sobhan Soleymani; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (ICB, 2019)

Hyperspectral Band Selection for Face Recognition Based on a Structurally Sparsified Deep Convolutional Neural Networks. - Fariborz Taherkhani; Jeremy M. Dawson; Nasser M. Nasrabadi (ICB, 2019)

Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding. - Veeru Talreja; Sobhan Soleymani; Matthew C. Valenti; Nasser M. Nasrabadi (ICC, 2019)

A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision. - Fariborz Taherkhani; Hadi Kazemi; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (ICCV, 2019)

Fast Geometrically-Perturbed Adversarial Faces. - Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (WACV, 2019)

Style and Content Disentanglement in Generative Adversarial Networks. - Hadi Kazemi; Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (WACV, 2019)

GASL: Guided Attention for Sparsity Learning in Deep Neural Networks. - Amirsina Torfi; Rouzbeh A. Shirvani; Sobhan Soleymani; Nasser M. Nasrabadi (CoRR, 2019)

A data-driven proxy to Stoke's flow in porous media. - Ali Takbiri-Borujeni; Hadi Kazemi; Nasser M. Nasrabadi (CoRR, 2019)

Defending Against Adversarial Iris Examples Using Wavelet Decomposition. - Sobhan Soleymani; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2019)

Deep Sparse Band Selection for Hyperspectral Face Recognition. - Fariborz Taherkhani; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2019)

DeepTarget: An Automatic Target Recognition Using Deep Convolutional Neural Networks. - Nasser M. Nasrabadi (IEEE Trans. Aerosp. Electron. Syst., 2019)

Attribute Adaptive Margin Softmax Loss using Privileged Information. - Seyed Mehdi Iranmanesh; Ali Dabouei; Nasser M. Nasrabadi (BMVC, 2020)

Exploiting Joint Robustness to Adversarial Perturbations. - Ali Dabouei; Sobhan Soleymani; Fariborz Taherkhani; Jeremy M. Dawson; Nasser M. Nasrabadi (CVPR, 2020)

Quality Guided Sketch-to-Photo Image Synthesis. - Uche Osahor; Hadi Kazemi; Ali Dabouei; Nasser M. Nasrabadi (CVPR Workshops, 2020)

Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning. - Fariborz Taherkhani; Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (ECCV (4), 2020)

GAN-based Hyperspectral Anomaly Detection. - Sertac Arisoy; Nasser M. Nasrabadi; Koray Kayabol (EUSIPCO, 2020)

Cross-Spectral Iris Matching Using Conditional Coupled GAN. - Moktari Mostofa; Fariborz Taherkhani; Jeremy M. Dawson; Nasser M. Nasrabadi (IJCB, 2020)

PF -cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild. - Fariborz Taherkhani; Veeru Talreja; Jeremy M. Dawson; Matthew C. Valenti; Nasser M. Nasrabadi (IJCB, 2020)

Efficient Oct Image Segmentation Using Neural Architecture Search. - Saba Heidari Gheshlaghi; Omid Dehzangi; Ali Dabouei; Annahita Amireskandari; Ali Rezai; Nasser M. Nasrabadi (ICIP, 2020)

OCT Image Segmentation Using Neural Architecture Search and SRGAN. - Omid Dehzangi; Saba Heidari Gheshlaghi; Annahita Amireskandari; Nasser M. Nasrabadi; Ali Rezai (ICPR, 2020)

XGBoost to Interpret the Opioid Patients' State Based on Cognitive and Physiological Measures. - Omid Dehzangi; Arash Shokouhmand; Paria Jeihouni; Jad Ramadan; Victor S. Finomore; Nasser M. Nasrabadi; Ali Rezai (ICPR, 2020)

Super-resolution Guided Pore Detection for Fingerprint Recognition. - Syeda Nyma Ferdous; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (ICPR, 2020)

Differential Morphed Face Detection Using Deep Siamese Networks. - Sobhan Soleymani; Baaria Chaudhary; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (ICPR Workshops (6), 2020)

SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations. - Ali Dabouei; Sobhan Soleymani; Fariborz Taherkhani; Jeremy M. Dawson; Nasser M. Nasrabadi (WACV, 2020)

Boosting Deep Face Recognition via Disentangling Appearance and Geometry. - Ali Dabouei; Fariborz Taherkhani; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (WACV, 2020)

Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. - Seyed Mehdi Iranmanesh; Ali Dabouei; Sobhan Soleymani; Hadi Kazemi; Nasser M. Nasrabadi (WACV, 2020)

Preference-Based Image Generation. - Hadi Kazemi; Fariborz Taherkhani; Nasser M. Nasrabadi (WACV, 2020)

Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network. - Moktari Mostofa; Syeda Nyma Ferdous; Benjamin S. Riggan; Nasser M. Nasrabadi (IEEE Access, 2020)

Matching Distributions via Optimal Transport for Semi-Supervised Learning. - Fariborz Taherkhani; Hadi Kazemi; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2020)

Coupled generative adversarial network for heterogeneous face recognition. - Seyed Mehdi Iranmanesh; Benjamin S. Riggan; Shuowen Hu; Nasser M. Nasrabadi (Image Vis. Comput., 2020)

Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval. - Fariborz Taherkhani; Veeru Talreja; Matthew C. Valenti; Nasser M. Nasrabadi (IEEE Trans. Biom. Behav. Identity Sci., 2020)

Supervised Deep Sparse Coding Networks for Image Classification. - Xiaoxia Sun; Nasser M. Nasrabadi; Trac D. Tran (IEEE Trans. Image Process., 2020)

Human Age Estimation from Gene Expression Data using Artificial Neural Networks. - Salman Mohamadi; Nasser M. Nasrabadi; Gianfranco Doretto; Donald A. Adjeroh (BIBM, 2021)

Identical Twins as a Facial Similarity Benchmark for Human Facial Recognition. - John McCauley; Sobhan Soleymani; Brady Williams; Nasser M. Nasrabadi; Jeremy M. Dawson (BIOSIG, 2021)

Interoperability of Contact and Contactless Fingerprints Across Multiple Fingerprint Sensors. - Brady Williams; John McCauley; John Dando; Nasser M. Nasrabadi; Jeremy M. Dawson (BIOSIG, 2021)

Quality Map Fusion for Adversarial Learning. - Uche Osahor; Nasser M. Nasrabadi (BMVC, 2021)

Differential Morph Face Detection Using Discriminative Wavelet Sub-Bands. - Baaria Chaudhary; Poorya Aghdaie; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (CVPR Workshops, 2021)

SuperMix: Supervising the Mixing Data Augmentation. - Ali Dabouei; Sobhan Soleymani; Fariborz Taherkhani; Nasser M. Nasrabadi (CVPR, 2021)

Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification. - Fariborz Taherkhani; Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (CVPR, 2021)

Adversarially Perturbed Wavelet-based Morphed Face Generation. - Kelsey O'Haire; Sobhan Soleymani; Baaria Chaudhary; Poorya Aghdaie; Jeremy M. Dawson; Nasser M. Nasrabadi (FG, 2021)

Synthesis-Guided Feature Learning for Cross-Spectral Periocular Recognition. - Domenick Poster; Nasser M. Nasrabadi (FG, 2021)

Attention Aware Wavelet-based Detection of Morphed Face Images. - Poorya Aghdaie; Baaria Chaudhary; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (IJCB, 2021)

FDeblur-GAN: Fingerprint Deblurring using Generative Adversarial Network. - Amol S. Joshi; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (IJCB, 2021)

Gan-Based Super-Resolution and Segmentation of Retinal Layers in Optical Coherence Tomography Scans. - Paria Jeihouni; Omid Dehzangi; Annahita Amireskandari; Ali Rezai; Nasser M. Nasrabadi (ICIP, 2021)

Detection of Morphed Face Images Using Discriminative Wavelet Sub-bands. - Poorya Aghdaie; Baaria Chaudhary; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (IWBF, 2021)

A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset. - Domenick Poster; Matthew Thielke; Robert Nguyen; Srinivasan Rajaraman; Xing Di; Cedric Nimpa Fondje; Vishal M. Patel; Nathaniel J. Short; Benjamin S. Riggan; Nasser M. Nasrabadi; Shuowen Hu (WACV, 2021)

Mutual Information Maximization on Disentangled Representations for Differential Morph Detection. - Sobhan Soleymani; Ali Dabouei; Fariborz Taherkhani; Jeremy M. Dawson; Nasser M. Nasrabadi (WACV, 2021)

Visible-to-Thermal Transfer Learning for Facial Landmark Detection. - Domenick Poster; Shuowen Hu; Nathan J. Short; Benjamin S. Riggan; Nasser M. Nasrabadi (IEEE Access, 2021)

Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN. - Fariborz Taherkhani; Veeru Talreja; Jeremy M. Dawson; Matthew C. Valenti; Nasser M. Nasrabadi (CoRR, 2021)

Attribute Guided Sparse Tensor-Based Model for Person Re-Identification. - Fariborz Taherkhani; Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2021)

Tasks Structure Regularization in Multi-Task Learning for Improving Facial Attribute Prediction. - Fariborz Taherkhani; Ali Dabouei; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2021)

HGAN: Hybrid generative adversarial network. - Seyed Mehdi Iranmanesh; Nasser M. Nasrabadi (J. Intell. Fuzzy Syst., 2021)

Deep GAN-Based Cross-Spectral Cross-Resolution Iris Recognition. - Moktari Mostofa; Salman Mohamadi; Jeremy M. Dawson; Nasser M. Nasrabadi (IEEE Trans. Biom. Behav. Identity Sci., 2021)

Deep Hashing for Secure Multimodal Biometrics. - Veeru Talreja; Matthew C. Valenti; Nasser M. Nasrabadi (IEEE Trans. Inf. Forensics Secur., 2021)

Investigating the impact of demographic factors on contactless fingerprints interoperability. - Aeddon Berti; Nasser M. Nasrabadi; Jeremy M. Dawson (BIOSIG, 2022)

Deep Coupled GAN-Based Score-Level Fusion for Multi-Finger Contact to Contactless Fingerprint Matching. - Md Mahedi Hasan; Nasser M. Nasrabadi; Jeremy M. Dawson (BIOSIG, 2022)

Revisiting Outer Optimization in Adversarial Training. - Ali Dabouei; Fariborz Taherkhani; Sobhan Soleymani; Nasser M. Nasrabadi (ECCV (5), 2022)

Ubiquitous Physiological Prediction of SUD Patients' Wellness State Using Memory-Based Convolutional Models. - Omid Dehzangi; Paria Jeihouni; Jad Ramadan; Victor S. Finomore; Nasser M. Nasrabadi; Ali Rezai (ICASSP, 2022)

Superresolution and Segmentation of OCT Scans Using Multi-Stage Adversarial Guided Attention Training. - Paria Jeihouni; Omid Dehzangi; Annahita Amireskandari; Ali Dabouei; Ali Rezai; Nasser M. Nasrabadi (ICASSP, 2022)

Robust Ensemble Morph Detection with Domain Generalization. - Hossein Kashiani; Shoaib Meraj Sami; Sobhan Soleymani; Nasser M. Nasrabadi (IJCB, 2022)

Pose Attention-Guided Profile-to-Frontal Face Recognition. - Moktari Mostofa; Mohammad Saeed Ebrahimi Saadabadi; Sahar Rahimi Malakshan; Nasser M. Nasrabadi (IJCB, 2022)

Identical Twins Face Morph Database Generation. - Kelsey O'Haire; Sobhan Soleymani; Baaria Chaudhary; Jeremy M. Dawson; Nasser M. Nasrabadi (IJCB, 2022)

Landmark Enforcement and Style Manipulation for Generative Morphing. - Samuel Price; Sobhan Soleymani; Nasser M. Nasrabadi (IJCB, 2022)

Information Maximization for Extreme Pose Face Recognition. - Mohammad Saeed Ebrahimi Saadabadi; Sahar Rahimi Malakshan; Sobhan Soleymani; Moktari Mostofa; Nasser M. Nasrabadi (IJCB, 2022)

Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory. - Ali Zafari; Atefeh Khoshkhahtinat; Piyush M. Mehta; Nasser M. Nasrabadi; Barbara J. Thompson; Daniel Da Silva; Michael S. F. Kirk (ICMLA, 2022)

Morph Detection Enhanced by Structured Group Sparsity. - Poorya Aghdaie; Baaria Chaudhary; Sobhan Soleymani; Jeremy M. Dawson; Nasser M. Nasrabadi (WACV (Workshops), 2022)

Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning. - Uche Osahor; Nasser M. Nasrabadi (WACV, 2022)

Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition. - Veeru Talreja; Nasser M. Nasrabadi; Matthew C. Valenti (WACV, 2022)

Text-Guided Sketch-to-Photo Image Synthesis. - Uche Osahor; Nasser M. Nasrabadi (IEEE Access, 2022)

Profile to frontal face recognition in the wild using coupled conditional generative adversarial network. - Fariborz Taherkhani; Veeru Talreja; Jeremy M. Dawson; Matthew C. Valenti; Nasser M. Nasrabadi (IET Biom., 2022)

Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks. - Sertac Arisoy; Nasser M. Nasrabadi; Koray Kayabol (IEEE Geosci. Remote. Sens. Lett., 2022)

Quality-Aware Multimodal Biometric Recognition. - Sobhan Soleymani; Ali Dabouei; Fariborz Taherkhani; Seyed Mehdi Iranmanesh; Jeremy M. Dawson; Nasser M. Nasrabadi (IEEE Trans. Biom. Behav. Identity Sci., 2022)

MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages. - Paria Jeihouni; Omid Dehzangi; Annahita Amireskandari; Ali Rezai; Nasser M. Nasrabadi (IEEE J. Biomed. Health Informatics, 2022)

Benchmarking human face similarity using identical twins. - Shoaib Meraj Sami; John McCauley; Sobhan Soleymani; Nasser M. Nasrabadi; Jeremy M. Dawson (IET Biom., 2022)

Synthetic Latent Fingerprint Generation Using Style Transfer. - Amol S. Joshi; Ali Dabouei; Nasser M. Nasrabadi; Jeremy M. Dawson (BIOSIG, 2023)

Contactless Fingerprints: Differential Performance for Fingers of Varying Size and Ridge Density. - Carson King; Evan Garrett; Aeddon Berti; Nasser M. Nasrabadi; Jeremy M. Dawson (BIOSIG, 2023)

Improving Face Recognition from Caption Supervision with Multi-Granular Contextual Feature Aggregation. - Md Mahedi Hasan; Nasser M. Nasrabadi (IJCB, 2023)

Towards Generalizable Morph Attack Detection with Consistency Regularization. - Hossein Kashiani; Niloufar Alipour Talemi; Mohammad Saeed Ebrahimi Saadabadi; Nasser M. Nasrabadi (IJCB, 2023)

Deep Boosting Multi-Modal Ensemble Face Recognition with Sample-Level Weighting. - Sahar Rahimi Malakshan; Mohammad Saeed Ebrahimi Saadabadi; Nima Najafzadeh; Nasser M. Nasrabadi (IJCB, 2023)

CCFace: Classification Consistency for Low-Resolution Face Recognition. - Mohammad Saeed Ebrahimi Saadabadi; Sahar Rahimi Malakshan; Hossein Kashiani; Nasser M. Nasrabadi (IJCB, 2023)

AAFACE: Attribute-Aware Attentional Network for Face Recognition. - Niloufar Alipour Talemi; Hossein Kashiani; Sahar Rahimi Malakshan; Mohammad Saeed Ebrahimi Saadabadi; Nima Najafzadeh; Mohammad Akyash; Nasser M. Nasrabadi (ICIP, 2023)

Frequency Disentangled Features in Neural Image Compression. - Ali Zafari; Atefeh Khoshkhahtinat; Piyush M. Mehta; Mohammad Saeed Ebrahimi Saadabadi; Mohammad Akyash; Nasser M. Nasrabadi (ICIP, 2023)

Trading-Off Mutual Information on Feature Aggregation for Face Recognition. - Mohammad Akyash; Ali Zafari; Nasser M. Nasrabadi (ICMLA, 2023)

Multi-Context Dual Hyper-Prior Neural Image Compression. - Atefeh Khoshkhahtinat; Ali Zafari; Piyush M. Mehta; Mohammad Akyash; Hossein Kashiani; Nasser M. Nasrabadi (ICMLA, 2023)

Context-Aware Neural Video Compression on Solar Dynamics Observatory. - Atefeh Khoshkhahtinat; Ali Zafari; Piyush M. Mehta; Nasser M. Nasrabadi; Barbara J. Thompson; Michael S. F. Kirk; Daniel Da Silva (ICMLA, 2023)

Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery. - Ali Zafari; Atefeh Khoshkhahtinat; Piyush M. Mehta; Nasser M. Nasrabadi; Barbara J. Thompson; Michael S. F. Kirk; Daniel Da Silva (ICMLA, 2023)

Face Image Quality Vector Assessment for Biometrics Applications. - Nima Najafzadeh; Hossein Kashiani; Mohammad Saeed Ebrahimi Saadabadi; Niloufar Alipour Talemi; Sahar Rahimi Malakshan; Nasser M. Nasrabadi (WACV (Workshops), 2023)

A Quality Aware Sample-to-Sample Comparison for Face Recognition. - Mohammad Saeed Ebrahimi Saadabadi; Sahar Rahimi Malakshan; Ali Zafari; Moktari Mostofa; Nasser M. Nasrabadi (WACV, 2023)

Attention Augmented Face Morph Detection. - Poorya Aghdaie; Sobhan Soleymani; Nasser M. Nasrabadi; Jeremy M. Dawson (IEEE Access, 2023)

Fingerphoto Deblurring Using Attention-Guided Multi-Stage GAN. - Amol S. Joshi; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (IEEE Access, 2023)

Joint Super-Resolution and Head Pose Estimation for Extreme Low-Resolution Faces. - Sahar Rahimi Malakshan; Mohammad Saeed Ebrahimi Saadabadi; Moktari Mostofa; Sobhan Soleymani; Nasser M. Nasrabadi (IEEE Access, 2023)

Deep Transductive Transfer Learning for Automatic Target Recognition. - Shoaib Meraj Sami; Nasser M. Nasrabadi; Raghuveer Rao (CoRR, 2023)

On improving interoperability for cross-domain multi-finger fingerprint matching using coupled adversarial learning. - Md Mahedi Hasan; Nasser M. Nasrabadi; Jeremy M. Dawson (IET Biom., 2023)

Long-Range Thermal Target Detection in Data-Limited Settings Using Restricted Receptive Fields. - Domenick Poster; Shuowen Hu; Nasser M. Nasrabadi (Sensors, 2023)

Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis. - Atefeh Khoshkhahtinat; Ali Zafari; Piyush M. Mehta; Nasser M. Nasrabadi (CVPR, 2024)

Hyperspherical Classification with Dynamic Label-to-Prototype Assignment. - Mohammad Saeed Ebrahimi Saadabadi; Ali Dabouei; Sahar Rahimi Malakshan; Nasser M. Nasrabadi (CVPR, 2024)

ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition. - Mohammad Saeed Ebrahimi Saadabadi; Sahar Rahimi Malakshan; Ali Dabouei; Nasser M. Nasrabadi (ECCV (33), 2024)

Identity-Preserving GAN for Cross Spectral Iris Recognition. - Hannah Anderson; Moktari Mostofa; Nasser M. Nasrabadi; Jeremy M. Dawson (IJCB, 2024)

UFQA: Utility guided Fingerphoto Quality Assessment. - Amol S. Joshi; Ali Dabouei; Jeremy M. Dawson; Nasser M. Nasrabadi (IJCB, 2024)

FDWST: Fingerphoto Deblurring using Wavelet Style Transfer. - David Keaton; Amol S. Joshi; Jeremy M. Dawson; Nasser M. Nasrabadi (IJCB, 2024)

Boosting Unconstrained Face Recognition with Targeted Style Adversary. - Mohammad Saeed Ebrahimi Saadabadi; Sahar Rahimi Malakshan; Seyed Rasoul Hosseini; Nasser M. Nasrabadi (IJCB, 2024)

Text-Guided Face Recognition using Multi-Granularity Cross-Modal Contrastive Learning. - Md Mahedi Hasan; Shoaib Meraj Sami; Nasser M. Nasrabadi (WACV, 2024)

Enhancing material property prediction with ensemble deep graph convolutional networks. - Chowdhury Mohammad Abid Rahman; Ghadendra Bhandari; Nasser M. Nasrabadi; Aldo H. Romero; Prashnna K. Gyawali (CoRR, 2024)

HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-Resolution. - Shoaib Meraj Sami; Md Mahedi Hasan; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2024)

Contrastive Learning and Cycle Consistency-Based Transductive Transfer Learning for Target Annotation. - Shoaib Meraj Sami; Md Mahedi Hasan; Nasser M. Nasrabadi; Raghuveer Rao (IEEE Trans. Aerosp. Electron. Syst., 2024)

CATFace: Cross-Attribute-Guided Transformer With Self-Attention Distillation for Low-Quality Face Recognition. - Niloufar Alipour Talemi; Hossein Kashiani; Nasser M. Nasrabadi (IEEE Trans. Biom. Behav. Identity Sci., 2024)

Neural-Based Compression Scheme for Solar Image Data. - Ali Zafari; Atefeh Khoshkhahtinat; Jeremy A. Grajeda; Piyush M. Mehta; Nasser M. Nasrabadi; Laura E. Boucheron; Barbara J. Thompson; Michael S. F. Kirk; Daniel Da Silva (IEEE Trans. Aerosp. Electron. Syst., 2024)

Neural-Based Video Compression on Solar Dynamics Observatory Images. - Atefeh Khoshkhahtinat; Ali Zafari; Piyush M. Mehta; Nasser M. Nasrabadi; Barbara J. Thompson; Michael S. F. Kirk; Daniel Da Silva (IEEE Trans. Aerosp. Electron. Syst., 2024)

GIF: Generative Inspiration for Face Recognition at Scale. - Saeed Ebrahimi; Sahar Rahimi Malakshan; Ali Dabouei; Srinjoy Das; Jeremy M. Dawson; Nasser M. Nasrabadi (CVPR, 2025)

CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition. - Md Mahedi Hasan; Shoaib Meraj Sami; Nasser M. Nasrabadi (WACV, 2025)

Decomposed Distribution Matching in Dataset Condensation. - Sahar Rahimi Malakshan; Mohammad Saeed Ebrahimi Saadabadi; Ali Dabouei; Nasser M. Nasrabadi (WACV, 2025)

Learning Multi-Scale Knowledge-Guided Features for Text-Guided Face Recognition. - Md Mahedi Hasan; Shoaib Meraj Sami; Nasser M. Nasrabadi; Jeremy M. Dawson (IEEE Trans. Biom. Behav. Identity Sci., 2025)

FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification. - Shoaib Meraj Sami; Md Mahedi Hasan; Nasser M. Nasrabadi; Raghuveer Rao (CoRR, 2025)

WaFusion: A Wavelet-Enhanced Diffusion Framework for Face Morph Generation. - Seyed Rasoul Hosseini; Omid Ahmadieh; Jeremy M. Dawson; Nasser M. Nasrabadi (CoRR, 2025)

FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multisensor Target Classification. - Shoaib Meraj Sami; Md Mahedi Hasan; Nasser M. Nasrabadi; Raghuveer Rao (IEEE Trans. Aerosp. Electron. Syst., 2025)