WE2.R12.4

JOINT MIXED-NOISE REMOVAL AND COMPRESSED SENSING RECONSTRUCTION OF HYPERSPECTRAL IMAGES VIA CONVEX OPTIMIZATION

Saori Takeyama, Shunsuke Ono, Tokyo Institute of Technology, Japan

Session:
Advances in Regression, Super-resolution and Denoising

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Wed, 30 Sep, 15:00-15:10 (UTC)
Wed, 30 Sep, 23:00-23:10 China Standard Time (UTC +8)
Wed, 30 Sep, 17:00-17:10 Central Europe Summer Time (UTC +2)
Wed, 30 Sep, 08:00-08:10 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Danfeng Hong, DLR and Jocelyn Chanussot, Univ. Grenoble Alpes; University of Iceland
Session Managers:
Arunima Singh and Abinash Silwal

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Session

WE2.R12.1: REMOTE SENSING IMAGE SUPER-RESOLUTION VIA ENHANCED BACK-PROJECTION NETWORKS
Xiaoyu Dong, Zhihong Xi, College of Information and Communication Engineering, Harbin Engineering University, China; Xu Sun, Lina Yang, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, China
WE2.R12.2: SURE BASED CONVOLUTIONAL NEURAL NETWORKS FOR HYPERSPECTRAL IMAGE DENOISING
Han Van Nguyen, Magnús Örn Úlfarsson, Jóhannes Rúnar Sveinsson, University of Iceland, Iceland
WE2.R12.3: LOCAL SPATIAL-SPECTRAL CORRELATION BASED MIXTURES OF FACTOR ANALYZERS FOR HYPERSPECTRAL DENOISING
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, University of Iceland, Iceland; Jocelyn Chanussot, Univ. Grenoble Alpes; University of Iceland, France
WE2.R12.4: JOINT MIXED-NOISE REMOVAL AND COMPRESSED SENSING RECONSTRUCTION OF HYPERSPECTRAL IMAGES VIA CONVEX OPTIMIZATION
Saori Takeyama, Shunsuke Ono, Tokyo Institute of Technology, Japan
WE2.R12.5: ONLINE PREDICTION OF DERIVED REMOTE SENSING IMAGE TIME SERIES: AN AUTONOMOUS MACHINE LEARNING APPROACH
Monidipa Das, Nanyang Technological University, Singapore
WE2.R12.6: URBAN SURFACE SIMULATION THROUGH IMAGE-TO-IMAGE TRANSLATION DEEP LEARNING ALGORITHM USING OPTICAL AERIAL IMAGERY
Soumya K Das, Central University of Jharkhand, India; Prakash P S, Indian Institute of Technology Kharagpur, India; A C Pandey, Central University of Jharkhand, India; Bharath H A, Indian Institute of Technology Kharagpur, India
WE2.R12.7: INTER-SENSOR REMOTE SENSING IMAGE ENHANCEMENT FOR OPERATIONAL SENTINEL-2 AND SENTINEL-3 DATA PRODUCTS
Rafael Fernandez, Ruben Fernandez-Beltran, Filiberto Pla, University Jaume I, Spain
WE2.R12.8: CORRECTION OF SEASONAL EFFECTS ON VIIRS DNB MONTHLY COMPOSITES BY USING STABLE LIT DATA AND REGRESSION CONVOLUTIONAL NEURAL NETWORK
Chuc Man Duc, Tsubasa Hirakawa, Hiromichi Fukui, Chubu University, Japan
WE2.R12.9: A NOVEL APPROACH FOR HYPERSPECTRAL IMAGE SUPERRESOLUTION USING SPECTRAL UNMIXING AND TRANSFER LEARNING
Jignesh Patel, Manjunath Joshi, Dhirubhai Ambani Institute of Information and Communication Technology, India; Jignesh Bhatt, Indian Institute of Information Technology Vadodara, India
WE2.R12.10: HYPERSPECTRAL IMAGES DENOISING BASED ON MIXTURES OF FACTOR ANALYZERS
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, University of Iceland, Iceland; Jocelyn Chanussot, Univ. Grenoble Alpes; University of Iceland, France
WE2.R12.11: TWO STAGE ESTIMATION PROCEDURE OF NON-LINEAR REGRESSION FUNCTIONS FOR SPATIALLY-DEPENDENT DATA
Ryuei Nishii, Nagasaki University, Japan; Shojiro Tanaka, Hiroshima University of Economics, Japan