Urban land cover analysis from satellite image time series based on temporal stability. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (JURSE, 2019)

Classification of spatially enriched pixel time series with convolutional neural networks. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPR, 2020)

From Pixels to Random Walk Based Segments for Image Time Series Deep Classification. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPRAI, 2020)

Spatio-Temporal Stability Analysis in Satellite Image Times Series. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPRAI, 2020)

Image Time Series Classification based on a Planar Spatio-temporal Data Representation. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (VISIGRAPP (4: VISAPP), 2020)

Violence Detection from Video under 2D Spatio-Temporal Representations. - Mohamed Chelali; Camille Kurtz; Nicole Vincent (ICIP, 2021)

Deep-STaR: Classification of image time series based on spatio-temporal representations. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (Comput. Vis. Image Underst., 2021)

Influence of Data Representations and Deep Architectures in Image Time Series Classification. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (Int. J. Pattern Recognit. Artif. Intell., 2021)

Prise en compte de l'information spatiale et temporelle pour l'analyse de séquences d'images. (Image time series analysis involving spatial and temporal information). - Mohamed Chelali (2021)