IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

FR1.O-1: Feature Learning for Remote Sensing and Earth Observation

Fri, 16 Jul, 08:30 - 10:00 (UTC)
Fri, 16 Jul, 10:30 - 12:00 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 16:30 - 18:00 China Standard Time (UTC +8)
Fri, 16 Jul, 04:30 - 06:00 Eastern Daylight Time (UTC -4)

Session Co-Chairs: Xiao Xiang Zhu, Technical University of Munich & German Aerospace Center and Sylvain Lobry, Université de Paris

Session Manager: Yogender

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

FR1.O-1.1: UNSUPERVISED LEARNING OF LOW DIMENSIONAL SATELLITE IMAGE REPRESENTATIONS VIA VARIATIONAL AUTOENCODERS

Silvia Valero, Ferran Agullo, Jordi Inglada, Centre d'Etudes Spatiales de la Biosphère (CESBIO), France

FR1.O-1.2: A DISENTANGLED VARIATIONAL AUTOENCODER FOR PREDICTION OF ABOVE GROUND BIOMASS FROM HYPERSPECTRAL DATA

Parth Naik, University of Trento, Italy; Michele Dalponte, Fondazione Edmund Mach, Italy; Lorenzo Bruzzone, University of Trento, Italy

FR1.O-1.3: DESPECKLING SENTINEL-1 GRD IMAGES BY DEEP-LEARNING AND APPLICATION TO NARROW RIVER SEGMENTATION

Gasnier Nicolas, Dalsasso Emanuele, Télécom Paris, France; Loïc Denis, Laboratoire Hubert Curien, France; Florence Tupin, Télécom Paris, France

FR1.O-1.4: SELF-PACED CURRICULUM LEARNING FOR VISUAL QUESTION ANSWERING ON REMOTE SENSING DATA

Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu, Technical University of Munich & German Aerospace Center, Germany

FR1.O-1.5: SUBSPACE-BASED FEATURE FUSION FROM HYPERSPECTRAL AND MULTISPECTRAL IMAGES FOR LAND COVER CLASSIFICATION

Juan Ramirez, Universidad Rey Juan Carlos, Spain; Héctor Vargas, Universidad Manuela Beltrán, Colombia; José Ignacio Martínez, Universidad Rey Juan Carlos, Spain; Henry Arguello, Universidad Industrial de Santander, Colombia

FR1.O-1.6: QUANTUM IMAGING FOR REMOTE SENSING AND EARTH OBSERVATION

Francesco V. Pepe, Università degli Studi di Bari Aldo Moro, Italy; Cristoforo Abbattista, Leonardo Amoruso, Planetek Italia srl, Italy; Milena D'Angelo, Università degli Studi di Bari Aldo Moro, Italy