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Michaël Clément

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Publications

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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⟩
Journal articles hal-04080401v2
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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⟩
Journal articles hal-04083953v2
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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⟩
Journal articles hal-03696845v1
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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⟩
Journal articles hal-02930959v1
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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⟩
Journal articles hal-02446354v1
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Multi-Scale Superpatch Matching using Dual Superpixel Descriptors

Rémi Giraud , Merlin Boyer , Michaël Clément
Pattern Recognition Letters, 2020
Journal articles 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⟩
Journal articles hal-02309948v1
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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⟩
Journal articles 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
Journal articles hal-01496911v1
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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⟩
Conference papers hal-04201135v1
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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
Conference papers hal-04094357v1
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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
Conference papers hal-03442598v1
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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
Conference papers hal-03794455v1
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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⟩
Conference papers hal-03696832v1
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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⟩
Conference papers hal-03370898v1
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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
Conference papers hal-03339667v1
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Enlacement and interlacement shape descriptors

Michaël Clément , Camille Kurtz , Laurent Wendling
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2020, Zhongshan, China
Conference papers hal-02492607v1
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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
Conference papers hal-02503365v1
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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⟩
Conference papers hal-02358626v1
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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⟩
Conference papers hal-01838156v1
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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
Conference papers hal-01866720v1
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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⟩
Conference papers hal-02309958v1
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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⟩
Conference papers hal-01496896v1
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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
Conference papers hal-01496915v1
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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⟩
Conference papers 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⟩
Book sections 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⟩
Book sections hal-03877299v1