Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami

by Jérémie Sublime, Ekaterina Kalinicheva
Published 2019-05-01

Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder

by Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Published 2020-06-01

Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches

by Ekaterina Kalinicheva, Dino Ienco, Jeremie Sublime, Maria Trocan
Published 2020-01-01

Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection

by Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
Published 2020-06-01