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Germain Forestier

20

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Identifiants chercheurs

germain-forestier
0000-0002-4960-7554
IdRef : 148679072
Google Scholar : https://scholar.google.fr/citations?user=QDtJYqkAAAAJ

Présentation

Publications

jjmweber

	Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset Romain Wenger , Anne Puissant , Jonathan Weber , Lhassane Idoumghar , Germain Forestier Remote Sensing, 2022, 15 (1), pp.151. ⟨10.3390/rs15010151⟩ Article dans une revue hal-04339255v1
	U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France Romain Wenger , Anne Puissant , Jonathan Weber , Lhassane Idoumghar , Germain Forestier International Journal of Remote Sensing, 2022, 43 (6), pp.1983-2011. ⟨10.1080/01431161.2022.2054295⟩ Article dans une revue hal-03638200v1
	Recent trends in crowd analysis : A review Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller Machine Learning with Applications, 2021, 4, pp.100023. ⟨10.1016/j.mlwa.2021.100023⟩ Article dans une revue hal-03671937v1
	Deep learning for colon cancer histopathological images analysis Amina Ben Hamida , Maxime Devanne , Jonathan Weber , Caroline Truntzer , Valentin Derangère Computers in Biology and Medicine, 2021, ⟨10.1016/j.compbiomed.2021.104730⟩ Article dans une revue hal-03321646v1
	End-to-end deep representation learning for time series clustering: a comparative study Baptiste Lafabregue , Jonathan Weber , Pierre Gançarski , Germain Forestier Data Mining and Knowledge Discovery, 2021, ⟨10.1007/s10618-021-00796-y⟩ Article dans une revue hal-03407061v1
	Deep learning for time series classification: a review Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller Data Mining and Knowledge Discovery, 2019, 33 (4), pp.917-963. ⟨10.1007/s10618-019-00619-1⟩ Article dans une revue hal-02365025v2
	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller International Journal of Computer Assisted Radiology and Surgery, 2019, 14 (9), pp.1611-1617. ⟨10.1007/s11548-019-02039-4⟩ Article dans une revue hal-02434381v1
	Surgical motion analysis using discriminative interpretable patterns Germain Forestier , François Petitjean , Pavel Senin , Fabien Despinoy , Arnaud Huaulmé Artificial Intelligence in Medicine, 2018, 91, pp.3-11. ⟨10.1016/j.artmed.2018.08.002⟩ Article dans une revue hal-01880048v1

	Deep Representation Learning for Cluster-Level Time Series Forecasting Tsegamlak Debella , Bethelhem Shawel , Maxime Devanne , Jonathan Weber , Dereje Woldegebreal International Conference on Time Series and Forecasting (ITISE), Jun 2022, Gran Canaria, Spain. pp.22, ⟨10.3390/engproc2022018022⟩ Communication dans un congrès hal-03800178v1
	Ensemble clustering for histopathological images segmentation using convolutional autoencoders Ilias Rmouque , Jonathan Weber , Maxime Devanne , Germain Forestier , Cédric Wemmert International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2022, En ligne, France. pp.933-940, ⟨10.5220/0010835300003124⟩ Communication dans un congrès hal-03469780v1
	Grad Centroid Activation Mapping for Convolutional Neural Networks Baptiste Lafabregue , Jonathan Weber , Pierre Gançarski , Germain Forestier IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2021, Washington (virtual), United States. ⟨10.1109/ICTAI52525.2021.00033⟩ Communication dans un congrès hal-03451019v1
	Classification ensembliste de vidéos de mouvements de foule Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France Communication dans un congrès hal-03339627v1
	Détection en temps réel des glomérules en pathologie rénale Robin Heckenauer , Jonathan Weber , Cédric Wemmert , Friedrich Feuerhake , Michel Hassenforder ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France Communication dans un congrès hal-03339642v1
	Segmentation non-supervisée d'images histopathologiques à l'aide d'auto-encodeurs et d'ensemble clustering Ilias Rmouque , Maxime Devanne , Jonathan Weber , Germain Forestier , Cédric Wemmert Atelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2021, Montpellier, France Communication dans un congrès hal-03604158v1
	Auto-encodeur multi-tâches pour le calcul de moyennes de séries temporelles Tsegamlak Terefe , Maxime Devanne , Jonathan Weber , Dereje Hailemariam , Germain Forestier Atelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2021, Montpellier, France Communication dans un congrès hal-03604169v1
	Real-Time Detection of Glomeruli in Renal Pathology Robin Heckenauer , Jonathan Weber , Cedric Wemmert , Friedrich Feuerhake , Michel Hassenforder 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS), Jul 2020, Rochester (on line), United States. pp.350-355, ⟨10.1109/cbms49503.2020.00072⟩ Communication dans un congrès hal-03353271v1
	Time Series Averaging Using Multi-Tasking Autoencoder Tsegamlak Terefe , Maxime Devanne , Jonathan Weber , Dereje Hailemariam , Germain Forestier 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2020, Baltimore, MD, United States. pp.1065-1072, ⟨10.1109/ictai50040.2020.00163⟩ Communication dans un congrès hal-03536043v1
	Neural Architecture Search for Time Series Classification Hojjat Rakhshani , Hassan Ismael Fawaz , Lhassane Idoumghar , Germain Forestier , Julien Lepagnot International Joint Conference on Neural Networks (IJCNN), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/IJCNN48605.2020.9206721⟩ Communication dans un congrès hal-03668466v1
	Transfer learning for the classification of video-recorded crowd movements Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2019, Dubrovnik, Croatia. pp.271-276, ⟨10.1109/ISPA.2019.8868704⟩ Communication dans un congrès hal-03205966v1

	Deep Learning for Histopathological Image Analysis Cédric Wemmert , Jonathan Weber , Friedrich Feuerhake , Germain Forestier Mourad Elloumi. Deep Learning for Biomedical Data Analysis. Techniques, Approaches, and Applications, Springer, pp.153-169, 2021, 978-3-030-71675-2. ⟨10.1007/978-3-030-71676-9_7⟩ Chapitre d'ouvrage hal-03321639v1