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

WE5.V4.6

ACTIVE DIFFUSION AND VCA-ASSISTED IMAGE SEGMENTATION OF HYPERSPECTRAL IMAGES

Sam Polk, James Murphy, Tufts University, United States; Kangning Cui, City University of Hong Kong, Hong Kong SAR China; Robert Plemmons, Wake Forest University, United States
Session:
Deep Learning For Object Extraction Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 4
Presentation Time:
Wed, 20 Jul, 21:05 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:05 - 15:20 Central European Time (UTC +1)
Wed, 20 Jul, 13:05 - 13:20 UTC
Wed, 20 Jul, 09:05 - 09:20 Eastern Time (UTC -5)
Session Chair:
Ujwal Sai G, Indian Institute of Technology Hyderabad
Session Manager:
Jia Lin Lam
Presentation
Discussion
Resources
No resources available.
Session WE5.V4
WE5.V4.1: FLOOD DEPTH ASSESSMENT WITH LOCATION-BASED SOCIAL NETWORK DATA AND GOOGLE STREET VIEW - A CASE STUDY WITH BUILDINGS AS REFERENCE OBJECTS
Boyuan Zou, Qunying Huang, University of Wisconsin-Madison, United States; Bo Peng, University of Wisconsin Madison, United States
WE5.V4.2: Multi-scale Residual Network for Building Extraction from Satellite Remote Sensing Images
Xin Hou, Pu Wang, Wei An, National Defense University of science and technology, China
WE5.V4.3: A STUDY ON GENERALIZING BUILDING EXTRACTION MODELS TO UNSEEN DATASETS USING SOURCE DOMAIN TRANSFER
Michal Parusinski, Saleh Ibrahim, Thomas Lampert, Université de Strasbourg, France
WE5.V4.4: SRBUILDINGSEG-E²: AN INTEGRATED MODEL FOR END-TO-END HIGHER-RESOLUTION BUILDING EXTRACTION
Lixian Zhang, Runmin Dong, Shuai Yuan, Haohuan Fu, Tsinghua University, China
WE5.V4.5: CSAM: A CHANNEL AND SPATIAL ATTENTION MECHANISM FOR IMPERVIOUS SURFACE EXTRACTION IN DIFFICULT AREAS
Fangyuan Zhao, Xiaohua Wan, Fa Zhang, Xinyu Liu, Guangming Tan, Institute of Computing Technology, Chinese Academy of Sciences, China; Sijia Li, College of Mathematics and Physics, Chengdu University of Technology, China; Zhongchang Sun, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Wenjing Zhang, Dehui Qiu, Information Engineering College, Capital Normal University, China
WE5.V4.6: ACTIVE DIFFUSION AND VCA-ASSISTED IMAGE SEGMENTATION OF HYPERSPECTRAL IMAGES
Sam Polk, James Murphy, Tufts University, United States; Kangning Cui, City University of Hong Kong, Hong Kong SAR China; Robert Plemmons, Wake Forest University, United States