17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

WE6.V2.9

GENERATING ADVERSARIAL EXAMPLES ON SAR IMAGES BY OPTIMIZING FLOW FIELD DIRECTLY IN FREQUENCY DOMAIN

Lei Zhang, Songyi Gao, Mingming Xu, Beijing Institute of Technology, China; Tianpeng Jiang, Beijing Institute of Technology of Chongqing Innovation Center, China; Yue Zhang, Lei Liu, China Academy of Space Technology (CAST), China
Session:
SAR Imaging Techniques: Methods and Machine Learning Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 2
Presentation Time:
Wed, 20 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Wed, 20 Jul, 13:35 - 14:45 UTC
Wed, 20 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Co-Chairs:
Ronny Hänsch, DLR and Begüm Demir, Technical University of Berlin
Session Manager:
Nik Zainun Nik Mood
Presentation
Discussion
Resources
No resources available.
Session WE6.V2
WE6.V2.1: NONCONVEX-NLTV REGULARIZATION-BASED SAR IMAGE FEATURE ENHANCEMENT WITH WATER BODY INFORMATION EXTRACTION USING QILU-1 SAR DATA
Zhongqiu Xu, Mingzhi Wang, Bingchen Zhang, Yirong Wu, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Suihua Liu, Ou Ruan, School of Geography and Environmental Science, Guizhou Normal University, China
WE6.V2.2: ANALYSIS OF DEEP LEARNING 3-D IMAGING METHODS BASED ON UAV SAR
Changhao Liu, Yan Wang, Zegang Ding, Yangkai Wei, Jinyang Huang, Yawen Cai, Beijing Institute of Technology, China
WE6.V2.3: Automatic Processing Chain for the generation of simplified SAR images of large scenes
Maria Pia Del Rosso, Silvia Ullo, University of Sannio, Italy; Andrea Masini, Andrea Bracci, Flysight srl, Italy; Luigi Ridolfi, Ferdinando Cicciù, MBDA Italia SpA, Italy
WE6.V2.4: Feature learning and SAR imaging method based on convolution neural network
Weibo Huo, Min Li, Junjie Wu, Zhongyu Li, Jianyu Yang, University of Electronic Science and Technology of China, China
WE6.V2.5: Super-Resolution ISAR Imaging by Sequential Sparse Recovery
Xia Bai, Yu Zou, Yi Feng, Juan Zhao, Beijing Institute of Technology, China
WE6.V2.6: A NON-LOCAL FUZZY C-MEANS CLUSTERING SEGMENTATION ALGORITHM BASED ON COMENTROPY AND BETWEEN-CLUSTER SCATTER MATRIX TO OVERCOME THE INHERENT COHERENCE SPECKLES OF SAR IMAGES
Peng Zhang, Yan Chen, Yunping Chen, University of Electronic Science and Technology of China, China
WE6.V2.7: SAR IMAGE AUTOFOCUSING BASED ON RES-UNET
Wen Tang, Jiang Qian, University of Electronic Science and Technology of China, China; Lu Wang, Agency for Science, Technology and Research (A*STAR), China; Yong Wang, East Carolina University, China
WE6.V2.8: USING CONTOUR LOSS CONSTRAINT IN SATELLITE IMAGE INTERPRETATION OF CONSTRUCTION DISTURBANCE
Ning Lv, Hao Yuan, Chen Chen, Jiaxuan Deng, Tao Su, xidian university, China; Yang Zhou, Ministry of Water Resources, China
WE6.V2.9: GENERATING ADVERSARIAL EXAMPLES ON SAR IMAGES BY OPTIMIZING FLOW FIELD DIRECTLY IN FREQUENCY DOMAIN
Lei Zhang, Songyi Gao, Mingming Xu, Beijing Institute of Technology, China; Tianpeng Jiang, Beijing Institute of Technology of Chongqing Innovation Center, China; Yue Zhang, Lei Liu, China Academy of Space Technology (CAST), China