Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
2020HAL (Le Centre pour la Communication Scientifique Directe)132 citations
Abstract
International audience
Topics & Concepts
Computer sciencePixelConvolutional neural networkSatelliteBenchmark (surveying)Artificial intelligenceSeries (stratigraphy)ExploitBespokeScale (ratio)Satellite imageryTime seriesEncoderSet (abstract data type)Pattern recognition (psychology)Machine learningRemote sensingGeographyGeodesyPolitical sciencePaleontologyOperating systemAerospace engineeringProgramming languageComputer securityEngineeringLawCartographyBiologyRemote Sensing in AgricultureRemote-Sensing Image ClassificationTime Series Analysis and Forecasting