
XXIV ISPRS Congress
Nice, France, 06.06.2022 - 11.06.2022
Organizer: Société Française de Photogrammétrie et de Télédétection / Nicolas Paparoditis
Type of Event: Congress
Multi Media Type: Hybrid
Session: TS_2
Deep Learning For Satellite Image Time Series Analysis
Single Presentations

Benchmarking Of Convolutional Neural Network Approaches For Vegetation Land Cover Mapping

Extracting Relevance From SAR Temporal Profiles On A Glacier And An Alpine Watershed By A Deep Autoencoder
Corresponding paper: EXTRACTING RELEVANCE FROM SAR TEMPORAL PROFILES ON A GLACIER AND AN ALPINE WATERSHED BY A DEEP AUTOENCODER
Auhor(s): L. Charrier, T. di Martino, E. Colin Koeniguer, F. Weissgerber, and A. Plyer
Volume: XLIII-B3-2022 / 2022
https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1309-2022

Self-Supervised Learning - A Way To Minimize Time And Effort For Precision Agriculture?
Corresponding paper: SELF-SUPERVISED LEARNING – A WAY TO MINIMIZE TIME AND EFFORT FOR PRECISION AGRICULTURE?
Auhor(s): M. L. Marszalek, B. Le Saux, P.-P. Mathieu, A. Nowakowski, and D. Springer
Volume: XLIII-B3-2022 / 2022
https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1327-2022

Comparison Of Convolutional Neural Networks For Cloudy Optical Images Reconstruction From Single Or Multitemporal Joint SAR And Optical Images
Corresponding paper: COMPARISON OF CONVOLUTIONAL NEURAL NETWORKS FOR CLOUDY OPTICAL IMAGES RECONSTRUCTION FROM SINGLE OR MULTITEMPORAL JOINT SAR AND OPTICAL IMAGES
Auhor(s): R. Cresson, N. Narçon, R. Gaetano, A. Dupuis, Y. Tanguy, S. May, and B. Commandré
Volume: XLIII-B3-2022 / 2022
https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1317-2022