IEEE IGARSS 2020 || Virtual Symposium || September 26

TU1.R10: GeoAI and Machine Learning for GIScience

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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 Summer Time (UTC +2)
Tue, 29 Sep, 05:00 - 07:00 Pacific Daylight Time (UTC -7)

Session Co-Chairs: George Percivall, Open Geospatial Consortium and Namrata Chaudhary, Penn State University

Session Managers: Damilola Oladeji and Juan Carlos Hernandez Sanchez

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)

TU1.R10.1: STUDY OF ACADEMIC WRITING EVOLUTION IN GEOSPATIAL DOMAIN USING NATURAL LANGUAGE PROCESSING TECHNIQUES

Adrian Barb, Namrata Chaudhary, Pennsylvania State University, United States

12:10-12:20 (UTC)
20:10-20:20 (UTC +8)
14:10-14:20 (UTC +2)
05:10-05:20 (UTC -7)

TU1.R10.2: PROPOSAL OF A METHOD FOR WILDLIFE-VEHICLE COLLISIONS RISK ASSESSMENT BASED ON GEOGRAPHIC INFORMATION SYSTEMS AND DEEP LEARNING

Diego Brum, Marianne Müller, Mauricio R. Veronez, Eniuce M. de Souza, Luiz Gonzaga Jr, Claudio J. A. Nhanga, Guilherme T. Conrado, Natália Procksch, Julia Dias, Fabio Viegas, Guilherme Cauduro, Vanessa S. Silva, Gefersom C. Lima, Izidoro Amaral, Caroline M. Carvalho, Unisinos, Brazil; Larissa Oliveira Gonçalves, UFRGS, Brazil

12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

TU1.R10.3: SUPER RESOLUTION GENERATIVE ADVERSARIAL NETWORK BASED IMAGE AUGMENTATION FOR SCENE CLASSIFICATION OF REMOTE SENSING IMAGES

Qiqi Zhu, Xin Fan, China University of Geosciences, China; Yanfei Zhong, Wuhan University, China; Qingfeng Guan, China University of Geosciences, China; Liangpei Zhang, Deren Li, Wuhan University, China

12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

TU1.R10.4: TOWARDS NATURAL LANGUAGE QUESTION ANSWERING OVER EARTH OBSERVATION LINKED DATA USING ATTENTION-BASED NEURAL MACHINE TRANSLATION

Abhishek Potnis, Rajat Shinde, Surya Durbha, Indian Institute of Technology Bombay, India

12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

TU1.R10.5: SAR IMAGE ENHANCEMENT BASED ON P-M NOLINEAR DIFFUSION AND COHERENT ENHANCEMENT DIFFUSION

Zhoubo Gu, Yan Chen, Yunping Chen, University of Electronic Science and Technology of China, China; Youchun Lu, China Centre for Resources Satellite Data and Application, China

12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

TU1.R10.6: LUNAR HYPERSPECTRAL IMAGE DESTRIPING METHOD USING LOW-RANK MATRIX RECOVERY AND GUIDED PROFILE

Shuheng Zhao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang, Wuhan University, China

13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

TU1.R10.7: ENTROPY AND BOUNDARY BASED ADVERSARIAL LEARNING FOR LARGE SCALE UNSUPERVISED DOMAIN ADAPTATION

Nikhil Makkar, Hsiuhan Lexie Yang, Oak Ridge National Laboratory, United States

13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

TU1.R10.8: DEEP RECONSTRUCTION-ARRIVAL PICKING NETWORKS: TRANSFER LEARNING FROM SEISMIC P-WAVE TO ULTRASONIC LOGGING IMAGING

Xuyang Gao, Yibing Shi, Zhenqiu Yao, University of Electronic Science and Technology of China, China; Qi Zhu, Southwest Petroleum University, China; Zhipeng Li, Wei Zhang, University of Electronic Science and Technology of China, China

13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium