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

WE7.V2.4

ATTENTION-BASED DEEP SEQUENTIAL NETWORK FOR POLSAR IMAGE CLASSIFICATION

Wenqiang Hua, Xinlei Wang, Cong Zhang, Xiaomin Jie, Xi’an University of Posts and Telecommunications, China
Session:
SAR Polarimetry: Methods and Applications Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 2
Presentation Time:
Wed, 20 Jul, 23:45 - 00:00 Malaysia Time (UTC +8)
Wed, 20 Jul, 17:45 - 18:00 Central European Time (UTC +1)
Wed, 20 Jul, 15:45 - 16:00 UTC
Wed, 20 Jul, 11:45 - 12:00 Eastern Time (UTC -5)
Session Co-Chairs:
Armando Marino, University of Stirling and Laurent Ferro-Famil, Isae-Supaero CESBIO
Session Manager:
Nik Zainun Nik Mood
Presentation
Discussion
Resources
No resources available.
Session WE7.V2
WE7.V2.1: FULLY POLARIMETRIC SAR IMAGE DESPECKLING USING DEEP NEURAL NETWROK
Hossein Aghababaei, Roghayeh Zamani, University of Twente, Netherlands; Sergio Vitale, Università degli Studi di Napoli “Parthenope, Italy; Giampaolo Ferraioli, Università degli Studi di Napoli parthenope, Italy
WE7.V2.2: ANALYSIS OF POL-SAR IMAGES FROM LUNAR INTERMEDIATELY DEGRADED CRATERS WITH NUMERICAL SIMULATION
Niutao Liu, Ya-Qiu Jin, Feng Xu, Fudan University, China
WE7.V2.3: SEMI-SUPERVISED SEMANTIC SEGMENTATION OF SAR IMAGES BASED ON CROSS PSEUDO-SUPERVISION
Haibo Zhang, Pengtian Wang, School of Electrical and Information Engineering, Wuhan Institute of Technology, China; Hanyu Hong, Ying Zhu, Yaozong Zhang, Lei Wang, Hubei Key Laboratory of Optical Information and Pattern Recognition, China
WE7.V2.4: ATTENTION-BASED DEEP SEQUENTIAL NETWORK FOR POLSAR IMAGE CLASSIFICATION
Wenqiang Hua, Xinlei Wang, Cong Zhang, Xiaomin Jie, Xi’an University of Posts and Telecommunications, China
WE7.V2.5: MONITORING OF LARGE PLASTIC ACCUMULATIONS NEAR DAMS USING SENTINEL-1 POLARIMETRIC SAR DATA
Morgan Simpson, Armando Marino, Peter Hunter, Evangelos Spyrakos, Andrew Tyler, University of Stirling, United Kingdom; Peter De Maagt, Erio Gandini, European Space Agency (ESA), Netherlands
WE7.V2.6: POLARIMETRIC SIGNATURES OF SAR IMAGE OF COMPLEX TARGETS OVER SEA SURFACE
Tong Zhang, Kun-Shan Chen, Guilin University of Technology, China; Cheng-Yen Chiang, Xuchang University, China; Ying Yang, Nanjing University of Science and Technology, China