TH1.R3: Feature Reduction by Neural and/or Spatial Characterization I

Thu, 1 Oct, 12:00 - 14:00 (UTC)
Thu, 1 Oct, 20:00 - 22:00 China Standard Time (UTC +8)
Thu, 1 Oct, 14:00 - 16:00 Central Europe Summer Time (UTC +2)
Thu, 1 Oct, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Naoto Yokoya, RIKEN Center for Advanced Intelligence Project (AIP) and Uta Heiden, German Aerospace Center (DLR)
Session Manager: Tianlin Wang
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
12:00-12:10 (UTC)
20:00-20:10 (UTC +8)
14:00-14:10 (UTC +2)
05:00-05:10 (UTC -7)

TH1.R3.1: EDGE-DRIVEN OBJECT MATCHING FOR UAV IMAGES AND SATELLITE SAR IMAGES

Ruixiang Zhang, Fang Xu, Huai Yu, Wen Yang, Wuhan University, China; Heng-Chao Li, Southwest Jiaotong University, China
12:10-12:20 (UTC)
20:10-20:20 (UTC +8)
14:10-14:20 (UTC +2)
05:10-05:20 (UTC -7)

TH1.R3.2: GRAPH-BASED MICRO-SEISMIC SIGNAL CLASSIFICATION WITH AN OPTIMISED FEATURE SPACE

Jiangfeng Li, University of Strathclyde, United Kingdom; Cheng Yang, York University, Canada; Vladimir Stankovic, Lina Stankovic, Stella Pytharouli, University of Strathclyde, United Kingdom
12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

TH1.R3.3: FEEDBACK NEURAL NETWORK BASED SUPER-RESOLUTION OF DEM FOR GENERATING HIGH FIDELITY FEATURES

Ashish Kubade, Avinash Sharma, K. S. Rajan, International Institute of Information Technology Hyderabad, India
12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

TH1.R3.4: MANIFOLD LEARNING WITH HIGH DIMENSIONAL MODEL REPRESENTATIONS

Gülşen Taşkın, İstanbul Technical University, Turkey; Gustau Camps-Valls, Universitat de Vale ́ncia, Spain
12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

TH1.R3.5: A TENSOR DECOMPOSITION METHOD FOR UNSUPERVISED FEATURE LEARNING ON SATELLITE IMAGERY

Golnoosh Dehghanpoor, Michael Frachetti, Brendan Juba, Washington University in St. Louis, United States
12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

TH1.R3.6: SELF-SUPERVISED REMOTE SENSING IMAGE RETRIEVAL

Kane Walter, Matthew Gibson, Arcot Sowmya, University of New South Wales, Australia
13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

TH1.R3.7: Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification

Jian Kang, Begüm Demir, Technische Universität Berlin, Germany
13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

TH1.R3.8: MULTIFRACTAL FEATURES FOR LAND USE CLASSIFICATION

Anna Wawrzaszek, Centrum Badań Kosmicznych Polskiej Akademii Nauk, Poland; Wojciech Drzewiecki, AGH University of Science and Technology, Poland; Michał Krupiński, Małgorzata Jenerowicz, Sebastian Aleksandrowicz, Centrum Badań Kosmicznych Polskiej Akademii Nauk, Poland
13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

TH1.R3.9: EXTRACTING VEHICLES IN POINT CLOUDS OF UNDERGROUND PARKING LOTS BASED ON GRAPH CONVOLUTION

Di Liu, Zhipeng Luo, Zhenlong Xiao, Xiamen University, China; Jonathan Li, Xiamen University; University of Waterloo, China
13:30-13:40 (UTC)
21:30-21:40 (UTC +8)
15:30-15:40 (UTC +2)
06:30-06:40 (UTC -7)

TH1.R3.10: A HYBRID MODEL BASED ON FUSED FEATURES FOR DETECTION OF NATURAL DISASTERS FROM SATELLITE IMAGES

Tanu Gupta, Sudip Roy, Indian Institute of Technology Roorkee, India
13:40-13:50 (UTC)
21:40-21:50 (UTC +8)
15:40-15:50 (UTC +2)
06:40-06:50 (UTC -7)

TH1.R3.11: SYMMETRIC SCATTERING MODEL BASED FEATURE EXTRACTION FROM GENERAL COMPACT POLARIMETRIC SAR IMAGERY

Junjun Yin, University of Science and Technology Beijing, China; Jian Yang, Tsinghua University, China
13:50-14:00 (UTC)
21:50-22:00 (UTC +8)
15:50-16:00 (UTC +2)
06:50-07:00 (UTC -7)

TH1.R3.12: CNN-based building footprint detection from Sentinel-1 SAR imagery

Andrea Rapuzzi, A-SIGN, Italy; Cristiano Nattero, FadeOut Software srl, Italy; Ramona Pelich, Marco Chini, Luxembourg Institute of Science and Technology (LIST), Luxembourg; Paolo Campanella, FadeOut Software srl, Italy