MOP2.PT: Big Machine Learning II |
| Session Type: Poster |
| Time: Monday, July 23, 15:50 - 16:50 |
| Location: Poster Area T |
| Session Chair: Francesca Bovolo, Fondazione Bruno Kessler |
| MOP2.PT.1: DEEP LEARNING – A NEW APPROACH FOR MULTI-LABEL SCENE CLASSIFICATION IN PLANETSCOPE AND SENTINEL-2 IMAGERY |
| Iurii Shendryk; The Commonwealth Scientific and Industrial Research Organisation |
| Yannik Rist; The Commonwealth Scientific and Industrial Research Organisation |
| Rob Lucas; The Commonwealth Scientific and Industrial Research Organisation |
| Catherine Ticehurst; The Commonwealth Scientific and Industrial Research Organisation |
| Peter Thorburn; The Commonwealth Scientific and Industrial Research Organisation |
| MOP2.PT.2: PATTERN STRENGTHENED DEEP MODEL FOR SAR IMAGE CLASSIFICATION |
| Xinlong Liu; Electronic Information School, Wuhan University |
| Yan Wang; Electronic Information School, Wuhan University |
| Gong Han; Electronic Information School, Wuhan University |
| Mingxia Tu; Wuhan University |
| Chu He; Electronic Information School, Wuhan University |
| MOP2.PT.3: DEEP SEMANTIC HASHING RETRIEVAL OF REMOTE SENSING IMAGES |
| Cheng Chen; National University of Defense Technology |
| Huanxin Zou; National University of Defense Technology |
| Ningyuan Shao; National University of Defense Technology |
| Jiachi Sun; National University of Defense Technology |
| Xianxiang Qin; Air Force Engineering University |
| MOP2.PT.4: AUTOMATED ANALYSIS OF REMOTELY SENSED IMAGES USING THE UNICORE WORKFLOW MANAGEMENT SYSTEM |
| Shahbaz Memon; Forschungszentrum Jülich |
| Gabriele Cavallaro; Forschungszentrum Jülich |
| Björn Hagemeier; Forschungszentrum Jülich |
| Morris Riedel; Forschungszentrum Jülich |
| Helmut Neukirchen; University of Iceland |
| MOP2.PT.5: POTENTIAL ANALYSIS OF FEATURE EXTRACTION BASED QUICK RESPONSE FOR ENVIRONMENTAL CHANGE WITH SOCIAL MEDIA PHOTOS |
| Yuanfeng Wu; Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences |
| Lianru Gao; Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences |
| Wenzhi Liao; Ghent University-TELIN-IPI-IMEC, Belgium |
| Paolo Gamba; Dipartimento di Ingegneria Industriale e dell’Informazione, Università degli Studi di Pavia |
| Bing Zhang; Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences |
| MOP2.PT.6: TIME-SCALE TRANSFERRING DEEP CONVOLUTIONAL NEURAL NETWORK FOR MAPPING EARLY RICE |
| Yaming Duan; College of Resources Science and Technology/Skate Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University |
| Jinshui Zhang; College of Resources Science and Technology/Skate Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University |
| Guanyuan Shuai; Department of Earth and Environment Science, Michigan State University |
| Shuang Zhu; Beijing Polytechnic College, Beijing 100042, China |
| Xiaohe Gu; Beijing Polytechnic College / ChinaBeijing Polytechnic College |
| MOP2.PT.7: AUTOMATIC ROAD EXTRACTION IN HIGH RESOLUTION REMOTE SENSING IMAGES VIA GENERATIVE ADVERSARIAL NETWORKS |
| Yuming Xiang; Institute of Electronics, Chinese Academy of Sciences |
| Feng Wang; Institute of Electronics, Chinese Academy of Sciences |
| Wenchao Kang; Institute of Electronics, Chinese Academy of Sciences |
| Hongjian You; Institute of Electronics, Chinese Academy of Sciences |
| MOP2.PT.8: COMBINING FOURIER ANALYSIS AND MACHINE LEARNING TO ESTIMATE THE SHALLOW-GROUND THERMAL DIFFUSIVITY IN SWITZERLAND |
| Dan Assouline; Ecole Polytechnique Federale de Lausanne (EPFL) |
| Nahid Mohajeri; University of Oxford |
| Agust Gudmundsson; Royal Holloway University of London |
| Jean-Louis Scartezzini; Ecole Polytechnique Federale de Lausanne (EPFL) |
| MOP2.PT.9: SUPER-RESOLUTION OF REMOTE SENSING IMAGES BASED ON TRANSFERRED GENERATIVE ADVERSARIAL NETWORK |
| Wen Ma; University of Chinese Academy of Sciences; Institute of Electronics, Chinese Academy of Sciences; Key Laboratory of Technology in Geo-spatial Information Processing and Application System, Chinese Academy of Sciences |
| Zongxu Pan; Institute of Electronics, Chinese Academy of Sciences; Key Laboratory of Technology in Geo-spatial Information Processing and Application System, Chinese Academy of Sciences |
| Jiayi Guo; University of Chinese Academy of Sciences; Institute of Electronics, Chinese Academy of Sciences; Key Laboratory of Technology in Geo-spatial Information Processing and Application System, Chinese Academy of Sciences |
| Bin Lei; Institute of Electronics, Chinese Academy of Sciences; Key Laboratory of Technology in Geo-spatial Information Processing and Application System, Chinese Academy of Sciences |
