TU4.R13: DL Paradigm for SAR Image Restoration: Current Methodologies and Future Trends II
Tue, 18 Jul, 15:45 - 17:00 Pacific Time (UTC -7)
Location: Room 13
Session Type: Oral
Session Co-Chairs: Sergio Vitale, Università degli Studi di Napoli Parthenope and Hossein Aghababaei, University of Twente
Track: Community-Contributed Sessions
Tue, 18 Jul, 15:45 - 15:57 Pacific Time (UTC -7)

TU4.R13.1: MULTICHANNEL FORWARD-LOOKING SAR AZIMUTH SUPERRESOLUTION BASED ON CYCLEGAN
Ziwen Wang, Wenchao Li, Rui Chen, Junjie Wu, Jianyu Yang, University of Electronic Science and Technology of China, China
Tue, 18 Jul, 15:57 - 16:09 Pacific Time (UTC -7)

TU4.R13.2: INVESTIGATING OPTIMAL HYPERPARAMETERS OF A GENERATIVE ADVERSARIAL NETWORK FOR SINGLE-DATE SAR DESPECKLING
Leigh Lotter, Jaco Kemp, University of Stellenbosch, South Africa
Tue, 18 Jul, 16:09 - 16:21 Pacific Time (UTC -7)

TU4.R13.3: UNSUPERVISED SAR DESPECKLING BASED ON DIFFUSION MODEL
Siyao Xiao, Libing Huang, Shunsheng Zhang, University of Electronic Science and Technology of China, China
Tue, 18 Jul, 16:21 - 16:33 Pacific Time (UTC -7)

TU4.R13.4: DEEP UNFOLDING NETWORK FOR SPARSE SAR IMAGING BASED ON COMPOUND REGULARIZATION
Guoru Zhou, Zhongqiu Xu, Yizhe Fan, Zhe Zhang, Bingchen Zhang, Yirong Wu, Aerospace Information Research Institute, Chinese Academy of Sciences, China
Tue, 18 Jul, 16:33 - 16:45 Pacific Time (UTC -7)

TU4.R13.5: DEEP LEARNING POWERED NON-LOCAL SPECKLE FILTERING OF SENTINEL-1 IMAGERY AND ITS POTENTIAL FOR HUMANITARIAN ACTION
Niklas Jaggy, Getachew Workineh Gella, Zahra Dabiri, Lorenz Wendt, Stefan Lang, Paris-Lodron University Salzburg, Austria; Andreas Braun, University of Tuebingen, Germany
Tue, 18 Jul, 16:45 - 16:57 Pacific Time (UTC -7)

TU4.R13.6: Deep Learning based Data Augmentation for Restoring SAR Images
Hossein Aghababaei, University of Twente, Netherlands; Giampaolo Ferraioli, Sergio Vitale, Università degli Studi di Napoli Parthenope, Italy
Tue, 18 Jul, 16:57 - 17:12 Pacific Time (UTC -7)

TU4.R13.D: Discussion