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GUJARAT TECHNOLOGICAL UNIVERSITY PH.D SYNOPSIS Hyperspectral Unmixing Research Scholar: Nareshkumar M. Patel Enroll No. - 139997111008 Gujarat Technological Uni. Ahmedabad…
COLLABORATIVE SPARSE UNMIXING OF HYPERSPECTRAL DATA USING L2,P NORM Dan Wang, Zhenwei Shi, Wei Tang Image Processing Center, School of Astronautics, Beihang University, Beijing…
1. IGARSS 2011, Vancouver, Canada HYPERSPECTRAL UNMIXING USING A NOVEL CONVERSION MODEL Fereidoun A. Mianji, Member, IEEE, Shuang Zhou, Member, IEEE,Ye Zhang, Member, IEEE…
Dr. Miguel Velez-Reyes Professor Outline • Non-convexity of the data cloud • Exploring the spatial dimension • Proposed unmixing approach • Experimental
BAYESIAN HYPERSPECTRAL UNMIXING WITH MULTIVARIATE BETA DISTRIBUTIONS By DMITRI DRANISHNIKOV A DISSERTATION PRESENTED TO THE GRADUATE SCHOOL OF THE UNIVERSITY OF FLORIDA IN…
José M. Bioucas-Dias Instituto de Telecomunicações, Instituto Superior Técnico Universidade de Lisboa, Portugal Hyperspectral Unmixing Geometrical, Statistical, and Sparse…
Review of Spectral Unmixing for Hyperspectral Imagery Lidan Miao Sept. 29, 2005 Motivation The wide existence of mixed signals In hyperspectral image, the measurement of…
1 Nonlinear Semi-Supervised Hyperspectral Unmixing Via Semantic Spectral Representation Yuki Itoh Student Member IEEE Siwei Feng Student Member IEEE Marco F Duarte Senior…
Hyperspectral Super-Resolution by Coupled Spectral Unmixing Charis Lanaras Emmanuel Baltsavias Konrad Schindler Institute of Geodesy and Photogrammetry ETH Zürich Switzerland…
1 Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey Feiyun Zhu Abstract—Hyperspectral unmixing HU is a very useful and increasingly…
1. Motivation Necessity of combining physical models and statistical techniques in unmixing Methods of integration of scientific models & statistical algorithms…
Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares Nonlinear unmixing of hyperspectral images using radial basis functions…
Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model John Janiczek1, Parth Thaker1, Gautam Dasarathy1, Christopher Edwards2, Philip…
Unsupervised Linear Unmixing for Hyperspectral Data Exploitation Mingkai Hsueh Remote Sensing Signal and Image Processing Laboratory Department of Computer Science and Electrical…
untitled480 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 61, NO. 2, JANUARY 15, 2013 Nonlinear Unmixing of Hyperspectral Data Based on a Linear-Mixture/Nonlinear-Fluctuation
1 A Compressive Sensing and Unmixing Scheme for Hyperspectral Data Processing Chengbo Li, Ting Sun, Kevin Kelly, and Yin Zhang Abstract Hyperspectral data processing typically…
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING VOL 56 NO 10 OCTOBER 2018 6245 Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization…
1 Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms Nicolas Dobigeon1 Jean-Yves Tourneret1 Cédric Richard2 José C M Bermudez3 Stephen McLaughlin4 and…
Dual Graph Regularized NMF for Hyperspectral Unmixing Lei Tong1 Jun Zhou2 Xiao Bai3 Yongsheng Gao1 1School of Engineering Griffith University Nathan QLD 4111 Australia 2School…
LINEAR UNMIXING OF MULTIDATE HYPERSPECTRAL IMAGERY FOR CROP YIELD ESTIMATION Bin Luo1, Chenghai Yang2 and Jocelyn Chanussot3 1 LIESMARS, Wuhan University, Wuhan, China 2…