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.V5.10

DIVERSITY MEASUREMENT-BASED META-LEARNING FOR FEW-SHOT OBJECT DETECTION OF REMOTE SENSING IMAGES

Lefan Wang, Shun Zhang, Zonghao Han, Yan Feng, Jiang Wei, Shaohui Mei, Northwestern Polytechnical University, China
Session:
Target Detection and Recognition in Optical Image Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 5
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:
Shaohui Mei, Northwestern Polytechnical University and Junping Zhang, Harbin Institute of Technology
Session Manager:
Chiong Hieng Tiong
Presentation
Discussion
Resources
No resources available.
Session WE6.V5
WE6.V5.1: MHA-CNN: AIRCRAFT FINE-GRAINED RECOGNITION OF REMOTE SENSING IMAGE BASED ON MULTIPLE HIERARCHIES ATTENTION
Yonghao Yi, Yanan You, Wenli Zhou, Beijing University of Posts and Telecommunications, China; Gang Meng, Beijing Institute of Remote Sensing Information, China
WE6.V5.2: ReAFFPN:Rotation-equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detection
Chongyu Sun, Yang Xu, Zebin Wu, Zhihui Wei, Nanjing University of Science and Technology, China
WE6.V5.3: PIXEL-LEVEL CRACK DETECTION IN LEVEE SYSTEMS: A COMPARATIVE STUDY
Manisha Panta, Md Tamjidul Hoque, Mahdi Abdelguerfi, University of New Orleans, United States; Maik Flanagin, US Army Corps of Engineers, United States
WE6.V5.4: ANGLE TOKENIZATION GUIDED MULTI-SCALE VISION TRANSFORMER FOR ORIENTED OBJECT DETECTION IN REMOTE SENSING IMAGERY
Cong Zhang, Tianshan Liu, Kin-Man Lam, The Hong Kong Polytechnic University, Hong Kong SAR China
WE6.V5.5: A MACHINE-LEARNING BASED METHOD FOR GLACIER LAKES EXTRACTION IN QINGHAI TIBET PLATEAU
Hong Chen, Liqiang Tong, Zhaocheng Guo, JIENAN TU, PENG HE, China Aero Geophysical Survey and Remote Sensing Center for Nature Resources, China; Sheng Chang, Aerospace Information Research Institute,Chinese Academy of Sciences (AIRCAS), China
WE6.V5.6: PATTERN ANALYSIS OF DEFORMABLE CONVOLUTION ON RETINANET WITH SEMANTIC FILTER MECHANISM FOR OBJECT DETECTION
Shengyu Zhu, Junping Zhang, Qingle Guo, Chongxiao Zhong, Harbin Institute of Technology, China
WE6.V5.7: AN ORIENTATION-AWARE ANCHOR-FREE DETECTOR FOR AERIAL OBJECT DETECTION
Mudi Duan, Ran Meng, Liang Xiao, Nanjing University of Science and Technology, China
WE6.V5.8: BUILDING EXTRACTION FROM REMOTE SENSING IMAGES USING DEEP LEARNING AND TRANSFER LEARNING
Prakash P S, Bharath H A, Indian Institute of Technology Kharagpur, India; Janhavi Soni, Acropolis Institute of Technology and Research, India
WE6.V5.9: BUILDING A LANDSAT-8 CLOUD DETECTION SAMPLE DATABASE USING A SEMI-SUPERVISED LEARNING METHOD
Guihua Huang, Tao He, Daiqiang Wu, Wuhan University, China
WE6.V5.10: DIVERSITY MEASUREMENT-BASED META-LEARNING FOR FEW-SHOT OBJECT DETECTION OF REMOTE SENSING IMAGES
Lefan Wang, Shun Zhang, Zonghao Han, Yan Feng, Jiang Wei, Shaohui Mei, Northwestern Polytechnical University, China