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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH2.MM-11.7

INFLUENCE OF GEOGRAPHIC DISTANCE ON CNN GENERALIZATION FOR SATELLITE IMAGE CLASSIFICATION

Xiqi Fei, Konrad Wessels, Dieter Pfoser, Andreas Züfle, Olga Gkountouna, George Mason University, United States
Session:
High Resolution Image Analysis and Classification
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Thu, 15 Jul, 11:30-11:35 (UTC)
Thu, 15 Jul, 13:30-13:35 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 19:30-19:35 China Standard Time (UTC +8)
Thu, 15 Jul, 07:30-07:35 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Gabriele Facciolo, ENS Paris-Saclay and Shutao Li, Hunan University
Session Manager:
Luca Bergamasco
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Session TH2.MM-11
TH2.MM-11.1: Parallel Particle Swarm Optimization Algorithm for Classification of Very High Resolution Images Based on Mathematical Morphology
Ali Alouache, Agence Spatiale Algérienne, Algeria
TH2.MM-11.2: POINTNET: LEARNING POINT REPRESENTATION FOR HIGH-RESOLUTION REMOTE SENSING IMAGERY LAND-COVER CLASSIFICATION
Longyuan Ding, Jiangsu Provincial Research Institute of Surveying & Mapping, China; JunJue Wang, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China; Chenyu Zheng, Wuhan University, China; Lei Lei, Ailong Ma, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China; Yong Cai, Jian Zhang, Ya Gao, Jiangsu Provincial Research Institute of Surveying & Mapping, China
TH2.MM-11.3: A REVIEW ON CONTRASTIVE LEARNING METHODS AND APPLICATIONS TO ROOF-TYPE CLASSIFICATION ON AERIAL IMAGES
Ahmed Ben Saad, Gabriele Facciolo, Sébastien Drouyer, Centre Borelli ENS Paris Saclay, France; Bastien Hell, Sylvain Gavoille, Stephane Gaiffas, NamR, France
TH2.MM-11.4: A CNN cloud detector for panchromatic satellite images
Mariano Rodríguez, Université Paris-Saclay, France; Jérémy Anger, Carlo de Franchis, Charles Hessel, Université Paris-Saclay & Kayrros, France; Gabriele Facciolo, Rafael Grompone von gioi, Jean-Michel Morel, Université Paris-Saclay, France
TH2.MM-11.5: HIERARCHICAL MULTI-LABEL SHIP RECOGNITION IN REMOTE SENSING IMAGES USING LABEL RELATION GRAPHS
Jingzhou Chen, Yuntao Qian, Zhejiang University, China
TH2.MM-11.6: Attention Mechanism for Land Cover Mapping with Image-Level Labels
Teerasit Kasetkasem, Suesarn Wilainuch, Yanatorn Chadavadh, Kulladech Pitakpornkasem, Kasetsart University, Thailand; Teera Phatrapornnant, Sanparith Marukatat, National Electronics and Computer Technology Center, Thailand
TH2.MM-11.7: INFLUENCE OF GEOGRAPHIC DISTANCE ON CNN GENERALIZATION FOR SATELLITE IMAGE CLASSIFICATION
Xiqi Fei, Konrad Wessels, Dieter Pfoser, Andreas Züfle, Olga Gkountouna, George Mason University, United States
TH2.MM-11.8: URBAN TREE SPECIES CLASSIFICATION USING AIRBORNE LIDAR AND HYPERSPECTRAL IMAGERY
Dengkai Chi, Kobe Graulus, KU Leuven, Belgium; Jeroen Degerickx, Flemish Institute for Technological Research-VITO NV, Belgium; Ben Somers, KU Leuven, Belgium
TH2.MM-11.9: PROPORTION ESTIMATION OF URBAN MIXED SCENES BASED ON NONNEGATIVE MATRIX FACTORIZATION FOR HIGH SPATIAL RESOLUTION REMOTE SENSING IMAGES.
Jiale Chen, Qiqi Zhu, China University of Geosciences, China; Xiongli Sun, Wuhan University, China; Qingfeng Guan, China University of Geosciences, China
TH2.MM-11.10: CLASSIFICATION OF SURFACE NATURAL RESOURCES BASED ON HR-NET AND DEM
Mujie Li, University of Electronic Science and Technology of China, China; Mingcang Zhu, Department of Natural Resources of Sichuan Province, China; Yong He, Sichuan Research Institute for Eco-system Restoration & Geo-hazard Prevention, China; Jianying Shu, Pengshan Li, Chengdu Land Planning and Cadastre Center, China; Ankai Hou, Zezhong Zheng, University of Electronic Science and Technology of China, China; Guoqing Zhou, Guilin University of Technology, China; Zhongnian Li, Central China Normal University, China; Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, University of Electronic Science and Technology of China, China; Xuemei Li, Chengdu University of Technology, China

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