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

 Jérémie Sublime , Ekaterina Kalinicheva
Remote Sensing, 2019, 11 (9), pp.1123. ⟨10.3390/rs11091123⟩
Article dans une revue hal-02549241v1
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Change Detection in Satellite Images using Reconstruction Errors of Joint Autoencoders

 Ekaterina Kalinicheva , Jérémie Sublime , Maria Trocan
Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing, pp.637-648, 2019, ⟨10.1007/978-3-030-30508-6_50⟩
Chapitre d'ouvrage hal-02559342v1
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Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection

 Guillaume Dupont , Ekaterina Kalinicheva , Jérémie Sublime , Florence Rossant , Michel Paques
Journal of Imaging, In press
Article dans une revue hal-02879597v1
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Unsupervised Change Detection Analysis in Satellite Image Time Series using Deep Learning Combined with Graph-Based Approaches

 Ekaterina Kalinicheva , Dino Ienco , Jérémie Sublime , Maria Trocan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.1450-1466. ⟨10.1109/JSTARS.2020.2982631⟩
Article dans une revue hal-02749683v1
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Unsupervised Change Detection using Joint Autoencoders for Age-Related Macular Degeneration Progression

 Guillaume Dupont , Ekaterina Kalinicheva , Jérémie Sublime , Florence Rossant , Michel Pâques
Springer. ICANN 2020, Part II, 1, In press, LNCS 12397
Chapitre d'ouvrage hal-02963848v1
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Unsupervised Satellite Image Time Series Analysis using Deep Learning Techniques

 Ekaterina Kalinicheva
Image Processing [eess.IV]. Sorbonne Université, 2020. English. ⟨NNT : ⟩
Thèse tel-03032071v1
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Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection

 Guillaume Dupont , Ekaterina Kalinicheva , Jérémie Sublime , Florence Rossant , Michel Paques
Journal of Imaging, 2020, ⟨10.3390/jimaging6070057⟩
Article dans une revue hal-02884640v1
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Unsupervised Satellite Image Time Series Clustering using Object-Based Approaches and 3D Convolutional Autoencoder

 Ekaterina Kalinicheva , Jérémie Sublime , Maria Trocan
Remote Sensing, 2020, Advanced Machine Learning for Time Series Remote Sensing Data Analysis), 12 (11), ⟨10.3390/rs12111816⟩
Article dans une revue hal-02732962v2
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