TU1.R10.10

Exploitation of Earth Observations: OGC contributions to GRSS Earth Science Informatics

George Percivall, Ingo Simonis, Open Geospatial Consortium, United States

Session:
GeoAI and Machine Learning for GIScience

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

Presentation Time:
Tue, 29 Sep, 13:30-13:40 (UTC)
Tue, 29 Sep, 21:30-21:40 China Standard Time (UTC +8)
Tue, 29 Sep, 15:30-15:40 Central Europe Summer Time (UTC +2)
Tue, 29 Sep, 06:30-06:40 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

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Session

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
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
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
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
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
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
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
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
TU1.R10.9: Construction of An Indoor Knowledge Graph for Positioning
Sheng Guo, Man-On Pun, Chinese University of Hong Kong, Shenzhen, China; Yang Wang, Shanghai CAS-NOVA Satellite Technology Company Limited, China
TU1.R10.10: Exploitation of Earth Observations: OGC contributions to GRSS Earth Science Informatics
George Percivall, Ingo Simonis, Open Geospatial Consortium, United States
TU1.R10.11: PARALLEL GENERATION OF A 3D DENSE POINT CLOUD BASED ON UAV IMAGING AND THE CMVS ALGORITHM
Bo Tie, Fang Huang, Jun Lu, Shuying Peng, Hao Yang, University of Electronic Science and Technology of China, China