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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH2.MM-6.4

IMPROVEMENT OF DETECTION ACCURACY OF AIRCRAFT IN REMOTE SENSING IMAGES BASED ON YOLOV5 MODEL

Xindi Liu, Chang'an University, China; Gucheng Tang, Zhejiang Academy of Surveying and Mapping, China; Weibao Zou, Chang'an University, China
Session:
Earth Observation Image Analysis
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Thu, 15 Jul, 11:15-11:20 (UTC)
Thu, 15 Jul, 13:15-13:20 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 19:15-19:20 China Standard Time (UTC +8)
Thu, 15 Jul, 07:15-07:20 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Yakoub Bazi, King Saud University and Tom Ainsworth, Naval Research Laboratory
Session Manager:
Shahla Yadollahi
Presentation
Discussion
Resources
Session TH2.MM-6
TH2.MM-6.1: Comparing Target Detection Performance Between Quad-, Compact- and Dual-Polarimetric SAR Systems
Wentao Hou, University of Chinese Academy of Science, Aerospace Information Research Institute, China; Fengjun Zhao, Xiuqing Liu, Robert Wang, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China
TH2.MM-6.2: LIGHTWEIGHT FINE-GRAINED RECOGNITION METHOD BASED ON MULTILEVEL FEATURE WEIGHTED FUSION
Yu Pan, Linbo Tang, Baojun Zhao, Beijing Institute of Technology, China
TH2.MM-6.3: SAR IMAGE OBJECT DETECTION BASED ON IMPROVED CROSS-ENTROPY LOSS FUNCTION WITH THE ATTENTION OF HARD SAMPLES
Yangyang Li, Wenxi Shi, Guangyuan Liu, Licheng Jiao, Xidian University, China; Zhong Ma, Lu Wei, Xi’an Microelectronics Technology Institute, China
TH2.MM-6.4: IMPROVEMENT OF DETECTION ACCURACY OF AIRCRAFT IN REMOTE SENSING IMAGES BASED ON YOLOV5 MODEL
Xindi Liu, Chang'an University, China; Gucheng Tang, Zhejiang Academy of Surveying and Mapping, China; Weibao Zou, Chang'an University, China
TH2.MM-6.5: COMMON REGIONS OF INTEREST EXTRACTION BASED ON SALIENCY STATISTIC ANALYSIS FOR MULTIPLE REMOTE SENSING IMAGES
Xinran Lyu, Lan Zhang, Wanning Zhu, Libao Zhang, Beijing Normal University, China
TH2.MM-6.6: Attention-driven Cross-Modal Remote Sensing Image Retrieval
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Indian Institute of Technology Bombay, India; Mihai Datcu, German Aerospace Center (DLR), Germany
TH2.MM-6.7: A Novel Multi-Scan Joint Method for Slow-Moving Target Detection in the Strong Clutter via RPCA
Jia Su, Guonan Cui, Tao Li, Yifei Fan, Mingliang Tao, Northwestern Polytechnical University, China; Haitao Wang, Guilin University of Electronic Technology, China; Xiang Zhang, Shanghai Institute of Satellite Engineering, China
TH2.MM-6.9: OBJECT DETECTION IN OPTICAL REMOTE SENSING IMAGES BASED ON POSITIVE SAMPLE REWEIGHTING AND FEATURE DECOUPLING
Wenqi Yu, Jiabao Wang, Gong Cheng, Northwestern Polytechnical University, China
TH2.MM-6.10: SPATIAL-TEMPORAL DISTRIBUTION ANALYSIS BASED ON MULTIYEAR HAB EXTRACTION IN THE YELLOW SEA OF CHINA
Lihua Cai, Zhipeng Cao, Mingming Xu, Hui Sheng, Jianhua Wan, China University of Petroleum, China

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