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Michaël Clément

29

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Publications

	Brain Structure Ages - A new biomarker for multi-disease classification Huy-Dung Nguyen , Michaël Clément , Boris Mansencal , Pierrick Coupé Human Brain Mapping, 2024, 45 (1), ⟨10.1002/hbm.26558⟩ Article dans une revue hal-04080401v2
	Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence Huy-Dung Nguyen , Michaël Clément , Boris Mansencal , Pierrick Coupé Computerized Medical Imaging and Graphics, 2023, 104, ⟨10.1016/j.compmedimag.2022.102171⟩ Article dans une revue hal-03696845v1
	Deep grading for MRI-based differential diagnosis of Alzheimer's disease and Frontotemporal dementia Huy-Dung Nguyen , Michaël Clément , Vincent Planche , Boris Mansencal , Pierrick Coupé Artificial Intelligence in Medicine, 2023, 144, pp.102636. ⟨10.1016/j.artmed.2023.102636⟩ Article dans une revue hal-04083953v2
	AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation Pierrick Coupé , Boris Mansencal , Michaël Clément , Rémi Giraud , Baudouin Denis de Senneville NeuroImage, 2020, 219, pp.117026. ⟨10.1016/j.neuroimage.2020.117026⟩ Article dans une revue hal-02930959v1
	Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations Michaël Clément , Camille Kurtz , Laurent Wendling Pattern Recognition, 2020, 101, pp.107185. ⟨10.1016/j.patcog.2019.107185⟩ Article dans une revue hal-02446354v1
	Multi-Scale Superpatch Matching using Dual Superpixel Descriptors Rémi Giraud , Merlin Boyer , Michaël Clément Pattern Recognition Letters, 2020 Article dans une revue hal-02409963v1
	Learning spatial relations and shapes for structural object description and scene recognition Michaël Clément , Camille Kurtz , Laurent Wendling Pattern Recognition, 2018, 84, pp.197-210. ⟨10.1016/j.patcog.2018.06.017⟩ Article dans une revue hal-02309948v1
	Directional Enlacement Histograms for the Description of Complex Spatial Configurations between Objects Michaël Clément , Adrien Poulenard , Camille Kurtz , Laurent Wendling IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, ⟨10.1109/TPAMI.2016.2645151⟩ Article dans une revue hal-01496903v1
	Description d’objets en couleurs à partir des relations spatiales entre régions structurelles Michaël Clément , Camille Kurtz , Laurent Wendling Revue des Nouvelles Technologies de l'Information, 2016, Fouille de Données Complexes, RNTI E-31, pp.57-72 Article dans une revue hal-01496911v1

	Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models Hernan Carrillo , Michaël Clément , Aurélie Bugeau , Edgar Simo-Serra IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2023, Vancouver, Canada Communication dans un congrès hal-04094357v1
	3D Transformer based on deformable patch location for differential diagnosis between Alzheimer's disease and Frontotemporal dementia Huy-Dung Nguyen , Michaël Clément , Boris Mansencal , Pierrick Coupé 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Oct 2023, Vancouver, Canada. pp.53-63, ⟨10.1007/978-3-031-45676-3_6⟩ Communication dans un congrès hal-04201135v1
	Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia Huy-Dung Nguyen , Michaël Clément , Boris Mansencal , Pierrick Coupé International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Resorts World Convention Centre, Singapore. ⟨10.1007/978-3-031-16431-6_6⟩ Communication dans un congrès hal-03696832v1
	Non-local matching of superpixel-based deep features for color transfer Hernan Carrillo , Michaël Clément , Aurélie Bugeau International Conference on Computer Vision Theory and Applications, Feb 2022, Vienne (on line), Austria Communication dans un congrès hal-03442598v1
	Super-attention for exemplar-based image colorization Hernan Carrillo , Michaël Clément , Aurélie Bugeau 16th Asian Conference on Computer Vision (ACCV), Dec 2022, Macau, Macau SAR China Communication dans un congrès hal-03794455v1
	Superpixel-based matching of high-resolution deep features for color transfer Hernan Carrillo , Michaël Clément , Aurélie Bugeau ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France Communication dans un congrès hal-03339667v1
	Deep Grading based on Collective Artificial Intelligence for AD Diagnosis and Prognosis Huy-Dung Nguyen , Michaël Clément , Boris Mansencal , Pierrick Coupé Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI 2021, 2021, Strasbourg, France. ⟨10.1007/978-3-030-87444-5_3⟩ Communication dans un congrès hal-03370898v1
	Enlacement and interlacement shape descriptors Michaël Clément , Camille Kurtz , Laurent Wendling International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2020, Zhongshan, China Communication dans un congrès hal-02492607v1
	Algorithme de correspondance de superpatchs multi-échelles basé sur des descripteurs duals de superpixels Rémi Giraud , Merlin Boyer , Michaël Clément Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2020), Jun 2020, Vannes, France Communication dans un congrès hal-02503365v1
	AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation Pierrick Coupé , Boris Mansencal , Michaël Clément , Rémi Giraud , Baudouin Denis de Senneville International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Oct 2019, Shenzhen, China. pp.466-474, ⟨10.1007/978-3-030-32248-9_52⟩ Communication dans un congrès hal-02358626v1
	Local Enlacement Histograms for Historical Drop Caps Style Recognition Michaël Clément , Mickaël Coustaty , Camille Kurtz , Laurent Wendling 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. pp.299-304, ⟨10.1109/ICDAR.2017.57⟩ Communication dans un congrès hal-01838156v1
	Sacs de relations spatiales et de formes pour la reconnaissance d'images de scènes naturelles Michaël Clément , Camille Kurtz , Laurent Wendling ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France Communication dans un congrès hal-01866720v1
	Fuzzy directional enlacement landscapes Michaël Clément , Camille Kurtz , Laurent Wendling International Conference on Discrete Geometry for Computer Imagery (DGCI), Sep 2017, Vienna, Austria. pp.171-182, ⟨10.1007/978-3-319-66272-5_15⟩ Communication dans un congrès hal-02309958v1
	Bags of Spatial Relations and Shapes Features for Structural Object Description Michaël Clément , Camille Kurtz , Laurent Wendling International Conference on Pattern Recognition (ICPR), Dec 2016, Cancún, Mexico. pp.1994-1999, ⟨10.1109/ICPR.2016.7899929⟩ Communication dans un congrès hal-01496896v1
	Descripteurs directionnels d'enlacement et d'entrelacement entre objets Michaël Clément , Camille Kurtz , Laurent Wendling Congrès National sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA), Jun 2016, Clermont-Ferrand, France Communication dans un congrès hal-01496915v1
	Color Object Recognition Based on Spatial Relations between Image Layers Michaël Clément , Mickaël Garnier , Camille Kurtz , Laurent Wendling International Conference on Computer Vision Theory and Applications (VISAPP), Mar 2015, Berlin, Germany. pp.427-434, ⟨10.5220/0005291304270434⟩ Communication dans un congrès hal-01153151v1

	Influence of Color Spaces for Deep Learning Image Colorization Coloma Ballester , Aurélie Bugeau , Hernan Carrillo , Michaël Clément , Rémi Giraud Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging, Springer International Publishing; Springer International Publishing, pp.1-32, 2022, ⟨10.1007/978-3-030-03009-4_125-1⟩ Chapitre d'ouvrage hal-03877284v1
	Analysis of Different Losses for Deep Learning Image Colorization Ballester Coloma , Bugeau Aurélie , Carrillo Hernan , Michaël Clément , Rémi Giraud Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging, Springer International Publishing, pp.1-26, 2022, ⟨10.1007/978-3-030-03009-4_127-1⟩ Chapitre d'ouvrage hal-03877299v1

	Exemplar-based image colorization using object-guided attention Hernan Carrillo , Michaël Clément , Aurélie Bugeau 2023 Pré-publication, Document de travail hal-04215100v1

	Modélisation et apprentissage de relations spatiales pour la reconnaissance et l’interprétation d’images Michaël Clément Traitement des images [eess.IV]. Université Sorbonne Paris Cité, 2017. Français. ⟨NNT : 2017USPCB024⟩ Thèse tel-02111681v1