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

TH6.V4.3

DPNET: END-TO-END AERIAL IMAGE SEGMENTATION VIA DEFORMABLE POINT NETWORK

Yiyou Guo, Huan Xie, Xiaohua Tong, Tongji University, China; Zheyun Qin, Yikun Liu, Xiankai Lu, Shangdong University, China; Yongtai Yang, Wilfrid Laurier University, China
Session:
Image Semantic Segmentation Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 4
Presentation Time:
Thu, 21 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Thu, 21 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Thu, 21 Jul, 13:35 - 14:45 UTC
Thu, 21 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Co-Chairs:
Yiyou Guo, Tongji University and Alessandro Sebastianelli, ESA & University of Sannio
Session Manager:
Jia Lin Lam
Presentation
Discussion
Resources
No resources available.
Session TH6.V4
TH6.V4.1: SAR IMAGE SEGMENTATION BASED ON SUPER-PIXEL AND KERNEL-IMPROVED CV MODEL
Kang Ni, Nanjing University of Posts and Telecommunications, China; Yuqing Zhao, Capital University of Economics and Business, China; Yiquan Wu, Nanjing University of Aeronautics and Astronautics, China
TH6.V4.2: A CASCADED CROSS-MODAL NETWORK FOR SEMANTIC SEGMENTATION FROM HIGH-RESOLUTION AERIAL IMAGERY AND RAW LIDAR DATA
Yameng Wang, Bin Zhang, Yi Wan, Yongjun Zhang, School of Remote Sensing and Information Engineering, Wuhan University, China
TH6.V4.3: DPNET: END-TO-END AERIAL IMAGE SEGMENTATION VIA DEFORMABLE POINT NETWORK
Yiyou Guo, Huan Xie, Xiaohua Tong, Tongji University, China; Zheyun Qin, Yikun Liu, Xiankai Lu, Shangdong University, China; Yongtai Yang, Wilfrid Laurier University, China
TH6.V4.4: SEMANTIC SEGMENTATION NETWORK WITH BAND-LOCATION ADAPTIVE SELECTION MECHANISM FOR MULTISPECTRAL REMOTE SENSING IMAGES
Zhengyin Liang, Xili Wang, Shaanxi Normal University, China
TH6.V4.5: SEMANTIC SEGMENTATION OF HIGH-RESOLUTION REMOTE SENSING IMAGES BASED ON SPARSE SELF-ATTENTION
Li Sun, Huanxin Zou, Juan Wei, Meilin Li, Xu Cao, Shitian He, Shuo Liu, National University of Defense Technology, China
TH6.V4.6: SEMANTIC SEGMENTATION OF HIGH-RESOLUTION REMOTE SENSING IMAGES USING AN IMPROVED TRANSFORMER
Yuheng Liu, Shaohui Mei, Shun Zhang, Ye Wang, Mingyi He, Northwestern Polytechnical University, China; Qian Du, Mississippi State University, China
TH6.V4.7: DOMAIN ADAPTATION AND SUPER-RESOLUTION BASED BI-DIRECTIONAL SEMANTIC SEGMENTATION METHOD FOR REMOTE SENSING IMAGES
Min Liang, Xili Wang, Shaanxi Normal University, China
TH6.V4.8: SCANNER NEURAL NETWORK FOR ON-BOARD SEGMENTATION OF SATELLITE IMAGES
Gaetan Bahl, Florent Lafarge, Inria, France
TH6.V4.9: ENHANCED MASK INTERACTION NETWORK FOR SAR SHIP INSTANCE SEGMENTATION
Tianwen Zhang, University of Electronic Science and Technology of China, China; Xiaoling Zhang, UESTC, China
TH6.V4.10: APPLICATION OF AN IMPROVED U-NET NEURAL NETWORK ON FRACTURE SEGMENTATION FROM OUTCROP IMAGES
Zhibao Wang, Ziming Zhang, Yuze Yang, Northeast Petroleum University, China; Lu Bai, Ulster University, United Kingdom; Qiang Ma, Heilongjiang Bayi Agricultural University, China