2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

My IGARSS 2020 Schedule

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Session Detail

Session Title TU1.R10: GeoAI and Machine Learning for GIScience
Presentation Mode Virtual
Session Time Tue, 29 Sep, 12:00 - 14:00 UTC
Tue, 29 Sep, 20:00 - 22:00 China Standard Time (UTC +8)
Tue, 29 Sep, 14:00 - 16:00 Central Europe Time (UTC +2)
Tue, 29 Sep, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session ChairsGeorge Percivall, Open Geospatial Consortium and Namrata Chaudhary, Penn State University
TU1.R10.1: STUDY OF ACADEMIC WRITING EVOLUTION IN GEOSPATIAL DOMAIN USING NATURAL LANGUAGE PROCESSING TECHNIQUES
         Adrian Barb; Pennsylvania State University
         Namrata Chaudhary; Pennsylvania State University
TU1.R10.2: PROPOSAL OF A METHOD FOR WILDLIFE-VEHICLE COLLISIONS RISK ASSESSMENT BASED ON GEOGRAPHIC INFORMATION SYSTEMS AND DEEP LEARNING
         Diego Brum; Unisinos
         Marianne Müller; Unisinos
         Mauricio R. Veronez; Unisinos
         Eniuce M. de Souza; Unisinos
         Luiz Gonzaga Jr; Unisinos
         Claudio J. A. Nhanga; Unisinos
         Guilherme T. Conrado; Unisinos
         Natália Procksch; Unisinos
         Julia Dias; Unisinos
         Fabio Viegas; Unisinos
         Guilherme Cauduro; Unisinos
         Vanessa S. Silva; Unisinos
         Gefersom C. Lima; Unisinos
         Izidoro Amaral; Unisinos
         Caroline M. Carvalho; Unisinos
         Larissa Oliveira Gonçalves; UFRGS
TU1.R10.3: SUPER RESOLUTION GENERATIVE ADVERSARIAL NETWORK BASED IMAGE AUGMENTATION FOR SCENE CLASSIFICATION OF REMOTE SENSING IMAGES
         Qiqi Zhu; China University of Geosciences
         Xin Fan; China University of Geosciences
         Yanfei Zhong; Wuhan University
         Qingfeng Guan; China University of Geosciences
         Liangpei Zhang; Wuhan University
         Deren Li; Wuhan University
TU1.R10.4: TOWARDS NATURAL LANGUAGE QUESTION ANSWERING OVER EARTH OBSERVATION LINKED DATA USING ATTENTION-BASED NEURAL MACHINE TRANSLATION
         Abhishek Potnis; Indian Institute of Technology Bombay
         Rajat Shinde; Indian Institute of Technology Bombay
         Surya Durbha; Indian Institute of Technology Bombay
TU1.R10.5: SAR IMAGE ENHANCEMENT BASED ON P-M NOLINEAR DIFFUSION AND COHERENT ENHANCEMENT DIFFUSION
         Zhoubo Gu; University of Electronic Science and Technology of China
         Yan Chen; University of Electronic Science and Technology of China
         Yunping Chen; University of Electronic Science and Technology of China
         Youchun Lu; China Centre for Resources Satellite Data and Application
TU1.R10.6: LUNAR HYPERSPECTRAL IMAGE DESTRIPING METHOD USING LOW-RANK MATRIX RECOVERY AND GUIDED PROFILE
         Shuheng Zhao; Wuhan University
         Qiangqiang Yuan; Wuhan University
         Jie Li; Wuhan University
         Huanfeng Shen; Wuhan University
         Liangpei Zhang; Wuhan University
TU1.R10.7: ENTROPY AND BOUNDARY BASED ADVERSARIAL LEARNING FOR LARGE SCALE UNSUPERVISED DOMAIN ADAPTATION
         Nikhil Makkar; Oak Ridge National Laboratory
         Hsiuhan Lexie Yang; Oak Ridge National Laboratory
TU1.R10.8: DEEP RECONSTRUCTION-ARRIVAL PICKING NETWORKS: TRANSFER LEARNING FROM SEISMIC P-WAVE TO ULTRASONIC LOGGING IMAGING
         Xuyang Gao; University of Electronic Science and Technology of China
         Yibing Shi; University of Electronic Science and Technology of China
         Zhenqiu Yao; University of Electronic Science and Technology of China
         Qi Zhu; Southwest Petroleum University
         Zhipeng Li; University of Electronic Science and Technology of China
         Wei Zhang; University of Electronic Science and Technology of China
TU1.R10.9: CONSTRUCTION OF AN INDOOR KNOWLEDGE GRAPH FOR POSITIONING
         Sheng Guo; Chinese University of Hong Kong, Shenzhen
         Man-On Pun; Chinese University of Hong Kong, Shenzhen
         Yang Wang; Shanghai CAS-NOVA Satellite Technology Company Limited
TU1.R10.10: EXPLOITATION OF EARTH OBSERVATIONS: OGC CONTRIBUTIONS TO GRSS EARTH SCIENCE INFORMATICS
         George Percivall; Open Geospatial Consortium
         Ingo Simonis; Open Geospatial Consortium
TU1.R10.11: PARALLEL GENERATION OF A 3D DENSE POINT CLOUD BASED ON UAV IMAGING AND THE CMVS ALGORITHM
         Bo Tie; University of Electronic Science and Technology of China
         Fang Huang; University of Electronic Science and Technology of China
         Jun Lu; University of Electronic Science and Technology of China
         Shuying Peng; University of Electronic Science and Technology of China
         Hao Yang; University of Electronic Science and Technology of China