TH4.R12: Deep Learning and SAR Image Processing: How to Handle the Lack of Reference Issue I
Thu, 11 Jul, 17:20 - 19:00
Location: MC 3.4
Session Type: Oral
Session Co-Chairs: Sergio Vitale, Università di Napoli Parthenope and Giampaolo Ferraioli, Università di Napoli Parthenope
Track: Community-Contributed Sessions
Thu, 11 Jul, 17:20 - 17:34

TH4.R12.1: SpeckleDiff-2D: Complex-valued Speckle Reduction Diffusion Network
Danwei Lu, Chao Liu, Xunhao Lin, Tsinghua University, China; Junjun Yin, University of Science and Technology Beijing, China; Jian Yang, Tsinghua University, China
Thu, 11 Jul, 17:34 - 17:48

TH4.R12.2: DIFFERENT TRAINING SOLUTION FOR AMPLITUDE SAR DESPECKLING
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio, Università di Napoli Parthenope, Italy
Thu, 11 Jul, 17:48 - 18:02

TH4.R12.3: SELF-SUPERVISED LEARNING OF MULTI-MODAL COOPERATION FOR SAR DESPECKLING
Victor Gaya, CEA/DAM, France; Emanuele Dalsasso, Conservatoire National des Arts et Métiers, France; Loïc Denis, Université de Saint-Etienne, France; Florence Tupin, Télécom Paris, France; Béatrice Pinel-Puyssegur, Guérin Cyrielle, CEA/DAM, France
Thu, 11 Jul, 18:02 - 18:16

TH4.R12.4: ALIGNSAR: AN OPEN-SOURCE PACKAGE OF SAR BENCHMARK DATASET CREATION FOR MACHINE LEARNING APPLICATIONS
Ling Chang, Xu Zhang, Anurag Kulshrestha, Serkan Girgin, Alfred Stein, University of Twente, Netherlands; Jose Manuel Delgado Blasco, Angie Catalina Carrillo Chappe, Andrea Cavallini, Marco Uccelli, RHEA System S.p.A., Italy; Milan Lazecky, Andy Hooper, University of Leeds, United Kingdom; Wojciech Witkowski, Magdalena Lucka, Artur Guzy, AGH University of Krakow, Poland
Thu, 11 Jul, 18:16 - 18:30

TH4.R12.5: SELF-SUPERVISED JOINT SAR IMAGE COMPRESSION AND DESPECKLING
Francescopaolo Sica, University of the Bundeswehr Munich, Germany; Nils Foix-Colonier, Ecole Centrale Nantes, France; Joel Amao-Oliva, German Aerospace Center, Germany
Thu, 11 Jul, 18:30 - 18:44

TH4.R12.6: SENTINEL-1 SAR BASED WEAKLY SUPERVISED LEARNING FOR TROPICAL FOREST MAPPING
Adugna Mullissa, University of California, Los Angeles (UCLA)/ CTREES, United States; Sassan Saatchi, NASA Jet Propulsion Lab, United States
Thu, 11 Jul, 18:44 - 18:58

TH4.R12.7: SELF-SUPERVISED DESPECKLING OF SAR IMAGES VIA SUBLOOK PROCESSING
Dayana Parra-Parra, CINVESTAV-IPN, Mexico; Joel Amao-Oliva, German Aerospace Center, Germany; Deni Librado Torres-Román, CINVESTAV-IPN, Mexico