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
Jeremy M DawsonProfessor of Electrical Engineering, West Virginia UniversityVerified email at mail.wvu.edu
Syed RizviProfessor of Electrical Engineering, College of Staten Island of The City University of New YorkVerified email at csi.cuny.edu
Sobhan SoleymaniSamsungVerified email at samsung.com
Ali DaboueiSenior ML engineer, ML/AI advisorVerified email at andrew.cmu.edu
Fariborz TaherkhaniCarnegie Mellon UniversityVerified email at fb.com
Yi ChenSoftware Engineer, GoogleVerified email at google.com
Ramalingam ChellappaBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Hadi KazemiApple Inc.Verified email at apple.com
Seyed Mehdi IranmaneshCerebras SystemsVerified email at cerebras.net
Vishal M. PatelAssociate Professor, ECE, Johns Hopkins UniversityVerified email at jhu.edu
Haichao ZhangSenior Research Scientist, Horizon RoboticsVerified email at horizon.ai
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
Chang ChooProfessor of Electrical Engineering, San Jose State UniversityVerified email at sjsu.edu
Xiaoxia Sun (孙骁遐)RobloxVerified email at roblox.com
Amirsina TorfiML Research Scientist @ MetaVerified email at meta.com
Benjamin S. RigganAssistant Professor, ECE, University of Nebraska-LincolnVerified email at unl.edu
Moktari Mostofa, PhDORISE Fellow, FDAVerified email at fda.hhs.gov
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt

Nasser M Nasrabadi

Professor, ECE, The Johns Hopkins University

Verified email at jhu.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	2041	2013
Image coding using vector quantization: A review NM Nasrabadi, RA King IEEE Transactions on communications 36 (8), 957-971, 1988	1554	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	1292	2011
Pattern Recognition and Machine Learning NM Nasrabadi Journal of electronic imaging 16 (4), 049901, 2007	968	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	899	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	621	2012
Hyperspectral target detection: An overview of current and future challenges NM Nasrabadi IEEE Signal Processing Magazine 31 (1), 34-44, 2013	566	2013
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	459	2011
Vector quantization of images based upon the Kohonen self-organizing feature maps Nasrabadi, Feng IEEE 1988 International Conference on Neural Networks, 101-108 vol. 1, 1988	451	1988
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	335	2013
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	283	2012
Automated hyperspectral cueing for civilian search and rescue MT Eismann, AD Stocker, NM Nasrabadi Proceedings of the IEEE 97 (6), 1031-1055, 2009	259	2009
Hopfield network for stereo vision correspondence NM Nasrabadi, CY Choo IEEE transactions on neural networks 3 (1), 5-13, 1992	256	1992
Image recognition and classification: algorithms, systems, and applications B Javidi CRC press, 2002	229	2002
Object recognition using multilayer Hopfield neural network SS Young, PD Scott, NM Nasrabadi IEEE Transactions on Image Processing 6 (3), 357-372, 1997	213	1997
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	208	2011
Adaptive anomaly detection using subspace separation for hyperspectral imagery H Kwon, SZ Der, NM Nasrabadi Optical Engineering 42 (11), 3342-3351, 2003	204	2003
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	192	2013
Image compression using address-vector quantization NM Nasrabadi, Y Feng IEEE Transactions on Communications 38 (12), 2166-2173, 1990	191	1990
Object recognition by a Hopfield neural network NM Nasrabadi, W Li IEEE Transactions on Systems, Man, and Cybernetics 21 (6), 1523-1535, 1991	188	1991

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