International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR4.O-19.1

AN UNSUPERVISED CHANGE DETECTION TECHNIQUE BASED ON A SUPER-RESOLUTION CONVOLUTIONAL AUTOENCODER

Luca Bergamasco, Fondazione Bruno Kessler, Italy; Luca Martinatti, University of Trento, Italy; Francesca Bovolo, Fondazione Bruno Kessler, Italy; Lorenzo Bruzzone, University of Trento, Italy

Session:
Advanced Applications and Pre-processing Methods in Change Detection and Multi-temporal Analysis

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

Presentation Time:
Fri, 16 Jul, 14:40-14:55 (UTC)
Fri, 16 Jul, 16:40-16:55 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 22:40-22:55 China Standard Time (UTC +8)
Fri, 16 Jul, 10:40-10:55 Eastern Daylight Time (UTC -4)

Session Co-Chairs:
Francesca Bovolo, Fondazione Bruno Kessler and Thibaud Ehret, Université Paris-Saclay
Session Manager:
Lydia Abady
Presentation
Discussion
Resources
Session FR4.O-19
FR4.O-19.1: AN UNSUPERVISED CHANGE DETECTION TECHNIQUE BASED ON A SUPER-RESOLUTION CONVOLUTIONAL AUTOENCODER
Luca Bergamasco, Fondazione Bruno Kessler, Italy; Luca Martinatti, University of Trento, Italy; Francesca Bovolo, Fondazione Bruno Kessler, Italy; Lorenzo Bruzzone, University of Trento, Italy
FR4.O-19.2: OBSERVATION OF AN OPEN-PIT COPPER MINE USING INSAR COHERENCE-BASED NORMALIZED DIFFERENCE ACTIVITY INDEX (NDAI)
Jihyun Moon, Hoonyol Lee, Kangwon National University, Korea (South)
FR4.O-19.3: SPATIO-TEMPORAL FEATURES PROCESSING NETWORK FOR CHANGE DETECTION IN REMOTE SENSING IMAGES
Zihao Yang, Zhaobin Cao, Xiaohua Wan, Fa Zhang, Guangming Tan, Institute of Computing Technology, Chinese Academy of Sciences, China
FR4.O-19.4: DETECTING RECENT CHANGES OF ICE-FREE EXTENSIONS ON LIVINGSTON ISLAND, NORTHERN ANTARCTIC PENINSULA REGION USING LANDSAT DATA
Ana Nieto Garcia, Thomas Schmid, CIEMAT (Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas), Spain; Jerónimo López Martínez, UAM (Universidad Autónoma de Madrid), Spain
FR4.O-19.5: BENCHMARKING CHANGE DETECTION IN URBAN 3D POINT CLOUDS
Iris de Gélis, Magellium, France; Sébastien Lefèvre, Université Bretagne Sud, France; Thomas Corpetti, Centre National de la Recherche Scientifique, France; Thomas Ristorcelli, Chloé Thénoz, Magellium, France; Pierre Lassalle, Centre National d'Etudes Spatiales, France
FR4.O-19.6: Automatic monitoring of water level in small lakes using PlanetScope
Thibaud Ehret, Université Paris-Saclay, France; Simon Lajouanie, Victor Lefrançois, Kayrros, France; Carlo de Franchis, Université Paris-Saclay & Kayrros, France