WEP.P14.7

AN EFFICIENT COMPRESSIVE LEARNING METHOD ON EARTH OBSERVATION DATA

Mobina Keymasi, Omid Ghozatlou, Politehnica University of Bucharest, Romania; Miguel Heredia Conde, Center for Sensor Systems (ZESS), University of Siegen, Germany; Mihai Datcu, Earth Observation Center (EOC), German Aerospace Center (DLR), Oberpfaffenhofen, Germany, Germany
Session:
WEP.P14: Semantic Analysis of SAR and Radar Data Poster
Track:
AI and Big Data
Location:
Poster Area 14
Presentation Time:
Wed, 19 Jul, 14:15 - 15:45 Pacific Time (UTC -7)
Session Chair:
Ryo Natsuaki, The University of Tokyo
Session Managers:
Ge Jiang and HUMAIRA SANAM and Ayoti Banerjee and Srashti Singh
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Session WEP.P14
WEP.P14.1: 3XA: FULLY AUTOMATED AND UNSUPERVISED DEEP LEARNING ALGORITHM FOR CHANGE DETECTION IN URBAN, COASTAL AND COUNTRYSIDE CONTEXTS USING COSMO-SKYMED SAR IMAGERY
Michele Boella, Emanuele Giorgi, Ilaria Pennino, Francesco Delogu, Lorenzo Manunza, NeMeA Sistemi srl, Italy
WEP.P14.2: DENSE SHIP DETECTION GUIDED BY CENTRALITY PRIOR INFORMATION IN SAR IMAGES
Yu Zhang, Xueqian Wang, Gang Li, Tsinghua University, China
WEP.P14.3: SARNas: A Hardware-aware SAR Target Detection Algorithm via Multi-Objective Neural Architecture Search
Wentian Du, Jie Chen, Zhixiang Huang, ANHUI UNIVERSITY, China
WEP.P14.4: DEFORM-FPN: A NOVEL FPN WITH DEFORMABLE CONVOLUTION FOR MULTI-SCALE SAR SHIP DETECTION
Tianwen Zhang, Xiaoling Zhang, Zikang Shao, University of Electronic Science and Technology of China, China
WEP.P14.5: Few-shot Radar HRRP Recognition Based on Improved Prototypical Network
Jixi li, Dongying Li, Shang Jiao Tong University, China; Yong Jiang, Academy of Military Sciences, China; Wenxian Yu, Shang Jiao Tong University, China
WEP.P14.6: Rotation Speed Estimation of SAR Ship Target Based on Complex-Valued Convolutional Long Short-Term Memory Network
Qinglong Hua, Yun Zhang, Haoxuan Yuan, Yicheng Jiang, Dan Xu, Harbin Institute of Technology, China
WEP.P14.7: AN EFFICIENT COMPRESSIVE LEARNING METHOD ON EARTH OBSERVATION DATA
Mobina Keymasi, Omid Ghozatlou, Politehnica University of Bucharest, Romania; Miguel Heredia Conde, Center for Sensor Systems (ZESS), University of Siegen, Germany; Mihai Datcu, Earth Observation Center (EOC), German Aerospace Center (DLR), Oberpfaffenhofen, Germany, Germany
WEP.P14.8: A MULTI-INTERMEDIATE DOMAIN ADVERSARIAL DEFENSE METHOD FOR SAR LAND COVER CLASSIFICATION
Yinkai Zan, Pingping Lu, Fei Zhao, Robert Wang, The National Key Laboratory of Microwave Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, China
WEP.P14.9: A LIMITED LABELED SAMPLES BASED DEEP LEARNING METHOD FOR TIME-SERIES POLSAR IMAGES CHANGE DETECTION
Xinyue Zhang, Jun Hu, Rong Gui, Central South University, China
Resources
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