TH2.R5.2

GAN-BASED SAR-TO-OPTICAL IMAGE TRANSLATION WITH REGION INFORMATION

Kento Doi, University of Tokyo, Japan; Ken Sakurada, Masaki Onishi, National Institute of Advanced Industrial Science and Technology, Japan; Akira Iwasaki, University of Tokyo, Japan

Session:
Data Fusion: SAR and Optical

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

Presentation Time:
Thu, 1 Oct, 14:40-14:50 (UTC)
Thu, 1 Oct, 22:40-22:50 China Standard Time (UTC +8)
Thu, 1 Oct, 16:40-16:50 Central Europe Summer Time (UTC +2)
Thu, 1 Oct, 07:40-07:50 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Florence Tupin, Telecom ParisTech and Francesca Bovolo, Fondazione Bruno Kessler
Session Managers:
Cecilia Verónica Campos Cerón and Rosa Correa Pabón

Presentation

Discussion

Resources

Session

TH2.R5.1: CLOUD REMOVAL IN UNPAIRED SENTINEL-2 IMAGERY USING CYCLE-CONSISTENT GAN AND SAR-OPTICAL DATA FUSION
Patrick Ebel, Michael Schmitt, Xiaoxiang Zhu, Technical University of Munich, Germany
TH2.R5.2: GAN-BASED SAR-TO-OPTICAL IMAGE TRANSLATION WITH REGION INFORMATION
Kento Doi, University of Tokyo, Japan; Ken Sakurada, Masaki Onishi, National Institute of Advanced Industrial Science and Technology, Japan; Akira Iwasaki, University of Tokyo, Japan
TH2.R5.3: Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning
Phuong Nguyen, Samit Shivadekar, Sai Sree Laya Chukkapalli, Milton Halem, University Of Maryland Baltimore County, United States
TH2.R5.4: SAR AND AIS DATA FUSION FOR DENSE SHIPPING ENVIRONMENTS
Maximilian Rodger, Raffaella Guida, University of Surrey, United Kingdom
TH2.R5.5: ON THE FUSION STRATEGIES OF SENTINEL-1 AND SENTINEL-2 DATA FOR LOCAL CLIMATE ZONE CLASSIFICATION
Jakob Gawlikowski, German Aerospace Center, Germany; Michael Schmitt, Technical University of Munich, Germany; Anna Kruspe, Xiao Xiang Zhu, German Aerospace Center, Germany
TH2.R5.6: MULTI-POL SAR DATA FUSION FOR COASTLINE EXTRACTION BY NEURAL NETWORKS CHAINING
Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate, University of Rome Tor Vergata, Italy
TH2.R5.7: AUTOMATIC AREA-BASED REGISTRATION OF OPTICAL AND SAR IMAGES THROUGH GENERATIVE ADVERSARIAL NETWORKS AND A CORRELATION-TYPE METRIC
Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano Serpico, University of Genoa, Italy
TH2.R5.8: AUTOMATE LITHOLOGICAL CLASSIFICATION OF THE AMOTAPE TAHUIN METAMORPHIC COMPLEX IN ECUADOR USING RANDOM FOREST AND A MULTI-SENSOR SATELLITE IMAGERY APPROACH
Erith Muñoz, FAO, Ecuador; Jhonatan Enriquez, Daniel Toctaguano, Mariaelisa Bustos, Franz Betancourt, Carmen Sangucho, Victor Parra, Aracely Lima, Instituto de Investigacion Geologico y Energetico, Ecuador; Alfonso Zozaya, Universidad Tecnológica Metropolitana, Chile
TH2.R5.9: OPTICAL AND POLARIMETRIC SAR DATA FUSION TERRAIN CLASSIFICATION USING PROBABILISTIC FEATURE FUSION
R. Derek West, David Yocky, Brian Redman, John van der Laan, Dylan Anderson, Sandia National Laboratories, United States
TH2.R5.10: SAR IMAGE SUPER-RESOLUTION BASE ON WEIGHTED DENSE CONNECTED CONVOLUTIONAL NETWORK
Jianwen Yu, Wenchao Li, Zhongyu Li, Junjie Wu, Haiguang Yang, Jianyu Yang, UESTC, China
TH2.R5.11: PySRResNet: Super Resolution for Video Satellite Imagery via Pyramid Residual Network
Man Xiao, Zhi He, Jiemin Wu, Sun Yat-sen University, China