WE2.R12: Advances in Regression, Super-resolution and Denoising

Wed, 30 Sep, 14:30 - 16:30 (UTC)
Wed, 30 Sep, 22:30 - 00:30 China Standard Time (UTC +8)
Wed, 30 Sep, 16:30 - 18:30 Central Europe Summer Time (UTC +2)
Wed, 30 Sep, 07:30 - 09:30 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
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
14:30-14:40 (UTC)
22:30-22:40 (UTC +8)
16:30-16:40 (UTC +2)
07:30-07:40 (UTC -7)

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
14:40-14:50 (UTC)
22:40-22:50 (UTC +8)
16:40-16:50 (UTC +2)
07:40-07:50 (UTC -7)

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
14:50-15:00 (UTC)
22:50-23:00 (UTC +8)
16:50-17:00 (UTC +2)
07:50-08:00 (UTC -7)

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
15:00-15:10 (UTC)
23:00-23:10 (UTC +8)
17:00-17:10 (UTC +2)
08:00-08:10 (UTC -7)

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
15:10-15:20 (UTC)
23:10-23:20 (UTC +8)
17:10-17:20 (UTC +2)
08:10-08:20 (UTC -7)

WE2.R12.5: ONLINE PREDICTION OF DERIVED REMOTE SENSING IMAGE TIME SERIES: AN AUTONOMOUS MACHINE LEARNING APPROACH

Monidipa Das, Nanyang Technological University, Singapore
15:20-15:30 (UTC)
23:20-23:30 (UTC +8)
17:20-17:30 (UTC +2)
08:20-08:30 (UTC -7)

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
15:30-15:40 (UTC)
23:30-23:40 (UTC +8)
17:30-17:40 (UTC +2)
08:30-08:40 (UTC -7)

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
15:40-15:50 (UTC)
23:40-23:50 (UTC +8)
17:40-17:50 (UTC +2)
08:40-08:50 (UTC -7)

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
15:50-16:00 (UTC)
23:50-00:00 (UTC +8)
17:50-18:00 (UTC +2)
08:50-09:00 (UTC -7)

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
16:00-16:10 (UTC)
00:00-00:10 (UTC +8)
18:00-18:10 (UTC +2)
09:00-09:10 (UTC -7)

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
16:10-16:20 (UTC)
00:10-00:20 (UTC +8)
18:10-18:20 (UTC +2)
09:10-09:20 (UTC -7)

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