IEEE IGARSS 2022 || Kuala Lumpur, Malaysia || 17

WE5.V4: Deep Learning For Object Extraction

Wed, 20 Jul, 19:50 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 13:50 - 15:20 Central European Time (UTC +2)
Wed, 20 Jul, 11:50 - 13:20 UTC
Wed, 20 Jul, 07:50 - 09:20 Eastern Time (UTC -4)

Location: Virtual Room 4

Session Type: Oral Virtual

Session Chair: Ujwal Sai G, Indian Institute of Technology Hyderabad

Session Manager: Jia Lin Lam

Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Wed, 20 Jul, 19:50 - 20:05 Malaysia Time (UTC +8)
Wed, 20 Jul, 13:50 - 14:05 Central European Time (UTC +2)
Wed, 20 Jul, 11:50 - 12:05 UTC
Wed, 20 Jul, 07:50 - 08:05 Eastern Time (UTC -4)

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

Wed, 20 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:05 - 14:20 Central European Time (UTC +2)
Wed, 20 Jul, 12:05 - 12:20 UTC
Wed, 20 Jul, 08:05 - 08:20 Eastern Time (UTC -4)

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

Wed, 20 Jul, 20:20 - 20:35 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:20 - 14:35 Central European Time (UTC +2)
Wed, 20 Jul, 12:20 - 12:35 UTC
Wed, 20 Jul, 08:20 - 08:35 Eastern Time (UTC -4)

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

Wed, 20 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:35 - 14:50 Central European Time (UTC +2)
Wed, 20 Jul, 12:35 - 12:50 UTC
Wed, 20 Jul, 08:35 - 08:50 Eastern Time (UTC -4)

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

Wed, 20 Jul, 20:50 - 21:05 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:50 - 15:05 Central European Time (UTC +2)
Wed, 20 Jul, 12:50 - 13:05 UTC
Wed, 20 Jul, 08:50 - 09:05 Eastern Time (UTC -4)

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

Wed, 20 Jul, 21:05 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:05 - 15:20 Central European Time (UTC +2)
Wed, 20 Jul, 13:05 - 13:20 UTC
Wed, 20 Jul, 09:05 - 09:20 Eastern Time (UTC -4)

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