TU3.R13: DL Paradigm for SAR Image Restoration: Current Methodologies and Future Trends I
Tue, 18 Jul, 13:00 - 14:15 Pacific Time (UTC -8)
Location: Room 105
Session Type: Oral
Session Co-Chairs: Hossein Aghababaei, University of Twente and Sergio Vitale, Università degli Studi di Napoli Parthenope
Session Manager: NIMA ESMAEILZADEH
Track: Community-Contributed Sessions
Tue, 18 Jul, 13:00 - 13:12 Pacific Time (UTC -8)

TU3.R13.1: ASSESSMENT OF DEEP LEARNING BASED SOLUTIONS FOR SAR IMAGE DESPECKLING
Luis Gomez, University of Gran Canaria, Las Palmas, Spain, Spain; Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio, University Parthenope of Naples, Italy
Tue, 18 Jul, 13:12 - 13:24 Pacific Time (UTC -8)

TU3.R13.2: INTERFEROMETRIC PHASE RESTORATION FOR NON-COMMON BAND IMAGING VIA A PHYSICS-AWARE SPECTRUM FUSION NETWORK
Xiangdong Ma, Xiaoling Zhang, Xu Zhan, Yu Ren, Jun Shi, Shunjun Wei, Tianjiao Zeng, University of Electronic Science and Technology of China, China
Tue, 18 Jul, 13:24 - 13:36 Pacific Time (UTC -8)

TU3.R13.3: SELF-SUPERVISED LEARNING FOR INSAR PHASE AND COHERENCE ESTIMATION
Francescopaolo Sica, Pavan Muguda Sanjeevamurthy, Michael Schmitt, University of the Bundeswehr Munich, Germany
Tue, 18 Jul, 13:36 - 13:48 Pacific Time (UTC -8)

TU3.R13.4: DESPECKLING OF DUAL-POL GRD SENTINEL-1 IMAGES IN EXTRA-WIDE MODE BY DEEP LEARNING
Ines Meraoumia, Télécom Paris, Institut Polytechnique de Paris, France; Debanshu Ratha, UiT The Arctic University of Norway, Norway; Emanuele Dalsasso, Conservatoire National des Arts et Métiers, France; Loïc Denis, Univ Lyon, UJM-Saint-Etienne, CNRS, Institut d’Optique Graduate School, Laboratoire Hubert Curien UMR 5516, France; Florence Tupin, Télécom Paris, Institut Polytechnique de Paris, France; Andrea Marinoni, UiT The Arctic University of Norway, Norway
Tue, 18 Jul, 13:48 - 14:00 Pacific Time (UTC -8)

TU3.R13.5: A COST-SENSITIVE APPROACH TO DIMENSIONALITY REDUCTION FOR MULTISPECTRAL IMAGERY
Benjamin Brodie, BlueHalo, United States; Srikumar Sastry, Washington University in St. Louis, United States; Jacob Birge, University of Kentucky, United States; Robert Pless, George Washington University, United States; Nathan Jacobs, Washington University in St. Louis, United States
Tue, 18 Jul, 14:00 - 14:15 Pacific Time (UTC -8)

TU3.R13.D: Discussion