International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH2.MM-11: High Resolution Image Analysis and Classification
Thu, 15 Jul, 11:00 - 12:10 (UTC)
Thu, 15 Jul, 13:00 - 14:10 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 19:00 - 20:10 China Standard Time (UTC +8)
Thu, 15 Jul, 07:00 - 08:10 Eastern Standard Time (UTC -4)
Session Co-Chairs: Gabriele Facciolo, ENS Paris-Saclay and Shutao Li, Hunan University
Session Manager: Luca Bergamasco
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

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, Wuhan, China; Chenyu Zheng, School of Computer Science Wuhan University, China; Lei Lei, Ailong Ma, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China; Jian Zhang, Yong Cai, 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-11.6: 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-disaster 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