Nasser M Nasrabadi

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Heesung KwonSenior Researcher, U.S. Army Research LaboratoryVerified email at mail.mil
Trac D. TranProsessor of Electrical and Computer Engineering, Johns Hopkins UniversityVerified email at jhu.edu
Syed RizviProfessor of Electrical Engineering, College of Staten Island of The City University of New YorkVerified email at csi.cuny.edu
Jeremy M DawsonProfessor of Electrical Engineering, West Virginia UniversityVerified email at mail.wvu.edu
Sobhan SoleymaniSamsungVerified email at samsung.com
Ali DaboueiPostdoctoral Researcher, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Yi ChenSoftware Engineer, GoogleVerified email at google.com
Ramalingam ChellappaBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Fariborz TaherkhaniFaceBook, Carnegie Mellon UniversityVerified email at fb.com
Hadi KazemiApple Inc.Verified email at apple.com
Vishal M. PatelAssociate Professor, ECE, Johns Hopkins UniversityVerified email at jhu.edu
Haichao ZhangSenior Research Scientist, Horizon RoboticsVerified email at duke.edu
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
Seyed Mehdi IranmaneshAmazonVerified email at amazon.com
Xiaoxia Sun (孙骁遐)RobloxVerified email at roblox.com
Amirsina TorfiPhD, Founder of Instill AIVerified email at instillai.com
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Benjamin S RigganAssistant Professor, ECE, University of NebraskaVerified email at unl.edu
Qing QuAssistant Professor, Dept. of EECS, University of MichiganVerified email at umich.edu

Nasser M Nasrabadi

Professor, CSEE, West Virginia University

Verified email at mail.wvu.edu - Homepage

Biometrics Deep Learning Machine Learning Image Processing Computer Vision


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Hyperspectral remote sensing data analysis and future challenges JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ... IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013	1623	2013
Image coding using vector quantization: A review NM Nasrabadi, RA King IEEE Transactions on communications 36 (8), 957-971, 1988	1507	1988
Hyperspectral image classification using dictionary-based sparse representation Y Chen, NM Nasrabadi, TD Tran IEEE transactions on geoscience and remote sensing 49 (10), 3973-3985, 2011	1162	2011
Book Review: Pattern Recognition and Machine Learning NM Nasrabadi Journal of electronic imaging 16 (4), 049901, 2007	901	2007
Kernel RX-algorithm: A nonlinear anomaly detector for hyperspectral imagery H Kwon, NM Nasrabadi IEEE transactions on Geoscience and Remote Sensing 43 (2), 388-397, 2005	764	2005
Hyperspectral image classification via kernel sparse representation Y Chen, NM Nasrabadi, TD Tran IEEE Transactions on Geoscience and Remote sensing 51 (1), 217-231, 2012	586	2012
Hyperspectral target detection: An overview of current and future challenges NM Nasrabadi IEEE Signal Processing Magazine 31 (1), 34-44, 2013	439	2013
Vector quantization of images based upon the Kohonen self-organizing feature maps. NM Nasrabadi, Y Feng ICNN 1 (1), 101-105, 1988	425	1988
Sparse representation for target detection in hyperspectral imagery Y Chen, NM Nasrabadi, TD Tran IEEE Journal of Selected Topics in Signal Processing 5 (3), 629-640, 2011	400	2011
Joint sparse representation for robust multimodal biometrics recognition S Shekhar, VM Patel, NM Nasrabadi, R Chellappa IEEE Transactions on pattern analysis and machine intelligence 36 (1), 113-126, 2013	308	2013
Hopfield network for stereo vision correspondence NM Nasrabadi, CY Choo IEEE transactions on neural networks 3 (1), 5-13, 1992	253	1992
Multi-view automatic target recognition using joint sparse representation H Zhang, NM Nasrabadi, Y Zhang, TS Huang IEEE Transactions on Aerospace and Electronic Systems 48 (3), 2481-2497, 2012	247	2012
Automated hyperspectral cueing for civilian search and rescue MT Eismann, AD Stocker, NM Nasrabadi Proceedings of the IEEE 97 (6), 1031-1055, 2009	216	2009
Image recognition and classification: algorithms, systems, and applications B Javidi CRC press, 2002	216	2002
Close the loop: Joint blind image restoration and recognition with sparse representation prior H Zhang, J Yang, Y Zhang, NM Nasrabadi, TS Huang 2011 International Conference on Computer Vision, 770-777, 2011	200	2011
Object recognition using multilayer Hopfield neural network SS Young, PD Scott, NM Nasrabadi IEEE Transactions on Image Processing 6 (3), 357-372, 1997	198	1997
Object recognition by a Hopfield neural network NM Nasrabadi, W Li IEEE Transactions on Systems, Man, and Cybernetics 21 (6), 1523-1535, 1991	191	1991
Image compression using address-vector quantization NM Nasrabadi, Y Feng IEEE Transactions on Communications 38 (12), 2166-2173, 1990	182	1990
Design of non-linear kernel dictionaries for object recognition H Van Nguyen, VM Patel, NM Nasrabadi, R Chellappa IEEE Transactions on Image Processing 22 (12), 5123-5135, 2013	178	2013
Adaptive anomaly detection using subspace separation for hyperspectral imagery H Kwon, SZ Der, NM Nasrabadi Optical Engineering 42 (11), 3342-3351, 2003	177	2003

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