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

TU5.V6: SAR Image Classification

Tue, 19 Jul, 19:50 - 21:20 Malaysia Time (UTC +8)
Tue, 19 Jul, 13:50 - 15:20 Central European Time (UTC +1)
Tue, 19 Jul, 11:50 - 13:20 UTC
Tue, 19 Jul, 07:50 - 09:20 Eastern Time (UTC -5)

Location: Virtual Room 6

Session Type: Oral Virtual

Session Co-Chairs: Andrea Buono, Università degli Studi di Napoli Parthenope and David A. Clausi, University of Waterloo

Session Manager: Moon Khiang Chin

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

Tue, 19 Jul, 19:50 - 20:05 Malaysia Time (UTC +8)
Tue, 19 Jul, 13:50 - 14:05 Central European Time (UTC +1)
Tue, 19 Jul, 11:50 - 12:05 UTC
Tue, 19 Jul, 07:50 - 08:05 Eastern Time (UTC -5)

TU5.V6.1: A UNIVERSAL ADVERSARIAL ATTACK ON CNN-SAR IMAGE CLASSIFICATION BY FEATURE DICTIONARY MODELING

Weibo Qin, Feng Wang, Fudan University, China

Tue, 19 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Tue, 19 Jul, 14:05 - 14:20 Central European Time (UTC +1)
Tue, 19 Jul, 12:05 - 12:20 UTC
Tue, 19 Jul, 08:05 - 08:20 Eastern Time (UTC -5)

TU5.V6.2: SEMI-SUPERVISED SEA ICE CLASSIFICATION OF SAR IMAGERY BASED ON GRAPH CONVOLUTIONAL NETWORK

Mingzhe Jiang, Xinwei Chen, Linlin Xu, David A. Clausi, University of Waterloo, Canada

Tue, 19 Jul, 20:20 - 20:35 Malaysia Time (UTC +8)
Tue, 19 Jul, 14:20 - 14:35 Central European Time (UTC +1)
Tue, 19 Jul, 12:20 - 12:35 UTC
Tue, 19 Jul, 08:20 - 08:35 Eastern Time (UTC -5)

TU5.V6.3: AN IMPROVED DECOMPOSITION ALGORITHM TO DIFFERENTIATE FOREST FROM URBAN TARGETS WITH STRONG DOUBLE SCATTERING IN POLSAR DATA

Yin Zhang, Dingfeng Duan, University of Electronic Science and Technology of China, China; Yong Wang, Hong Li, East Carolina University, United States

Tue, 19 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Tue, 19 Jul, 14:35 - 14:50 Central European Time (UTC +1)
Tue, 19 Jul, 12:35 - 12:50 UTC
Tue, 19 Jul, 08:35 - 08:50 Eastern Time (UTC -5)

TU5.V6.4: DEPTHWISE SEPARABLE RESIDUAL NETWORK BASED ON UNET FOR POLSAR IMAGES CLASSIFICATION

Wen Xie, Ruonan Wang, Xin Yang, Wenqiang Hua, Xi’an University of Posts and Telecommunications, China

Tue, 19 Jul, 20:50 - 21:05 Malaysia Time (UTC +8)
Tue, 19 Jul, 14:50 - 15:05 Central European Time (UTC +1)
Tue, 19 Jul, 12:50 - 13:05 UTC
Tue, 19 Jul, 08:50 - 09:05 Eastern Time (UTC -5)

TU5.V6.5: A KNOWLEDGE DISTILLATION METHOD BASED ON IQE ATTENTION MECHANISM FOR TARGET RECOGNITION IN SAR IMAGERY

Jielei Wang, Zongyong Cui, Zongjie Cao, Changjie Cao, University of Electronic Science and Technology of China, China; Ting Jiang, Megvii Technology Limited, China

Tue, 19 Jul, 21:05 - 21:20 Malaysia Time (UTC +8)
Tue, 19 Jul, 15:05 - 15:20 Central European Time (UTC +1)
Tue, 19 Jul, 13:05 - 13:20 UTC
Tue, 19 Jul, 09:05 - 09:20 Eastern Time (UTC -5)

TU5.V6.6: SEMANTIC SEGMENTATION OF SAR IMAGES THROUGH FULLY CONVOLUTIONAL NETWORKS AND HIERARCHICAL PROBABILISTIC GRAPHICAL MODELS

Martina Pastorino, University of Genova, INRIA d'Université Côte d'Azur, Italy; Gabriele Moser, Sebastiano Serpico, University of Genova, Italy; Josiane Zerubia, INRIA d'Université Côte d'Azur, France