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ORCIDMichaël Clément
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- affiliation (PhD 2017): Sorbonne Paris Cité, France
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Books and Theses
- 2017
[b1]Michaël Clément:
Modélisation et apprentissage de relations spatiales pour la reconnaissance et l'interprétation d'images. (Modeling and learning spatial relations for image recognition and understanding). Sorbonne Paris Cité, France, 2017
Journal Articles
- 2023
- [j7]Huy-Dung Nguyen
, Michaël Clément, Vincent Planche, Boris Mansencal, Pierrick Coupé:
Deep grading for MRI-based differential diagnosis of Alzheimer's disease and Frontotemporal dementia. Artif. Intell. Medicine 144: 102636 (2023) - [j6]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Towards better interpretable and generalizable AD detection using collective artificial intelligence. Comput. Medical Imaging Graph. 104: 102171 (2023) - 2020
- [j5]Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjón:
AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation. NeuroImage 219: 117026 (2020) - [j4]Michaël Clément, Camille Kurtz, Laurent Wendling:
Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations. Pattern Recognit. 101: 107185 (2020) - [j3]Rémi Giraud, Merlin Boyer, Michaël Clément:
Multi-scale superpatch matching using dual superpixel descriptors. Pattern Recognit. Lett. 133: 129-136 (2020) - 2018
- [j2]Michaël Clément, Camille Kurtz, Laurent Wendling:
Learning spatial relations and shapes for structural object description and scene recognition. Pattern Recognit. 84: 197-210 (2018) - 2017
- [j1]Michaël Clément, Adrien Poulenard, Camille Kurtz, Laurent Wendling:
Directional Enlacement Histograms for the Description of Complex Spatial Configurations between Objects. IEEE Trans. Pattern Anal. Mach. Intell. 39(12): 2366-2380 (2017)
Conference and Workshop Papers
- 2023
- [c12]Hernan Carrillo, Michaël Clément, Aurélie Bugeau, Edgar Simo-Serra:
Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models. CVPR Workshops 2023: 3486-3490 - [c11]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
3D Transformer Based on Deformable Patch Location for Differential Diagnosis Between Alzheimer's Disease and Frontotemporal Dementia. MLMI@MICCAI (2) 2023: 53-63 - 2022
- [c10]Hernan Carrillo, Michaël Clément, Aurélie Bugeau:
Super-Attention for Exemplar-Based Image Colorization. ACCV (2) 2022: 646-662 - [c9]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Interpretable Differential Diagnosis for Alzheimer's Disease and Frontotemporal Dementia. MICCAI (1) 2022: 55-65 - [c8]Hernan Carrillo, Michaël Clément, Aurélie Bugeau:
Non-local Matching of Superpixel-based Deep Features for Color Transfer. VISIGRAPP (4: VISAPP) 2022: 38-47 - 2021
- [c7]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Deep Grading Based on Collective Artificial Intelligence for AD Diagnosis and Prognosis. iMIMIC/TDA4MedicalData@MICCAI 2021: 24-33 - 2020
- [c6]Michaël Clément, Camille Kurtz, Laurent Wendling:
Enlacement and Interlacement Shape Descriptors. ICPRAI 2020: 525-537 - 2019
- [c5]Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjón:
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation. MICCAI (3) 2019: 466-474 - 2017
- [c4]Michaël Clément, Camille Kurtz, Laurent Wendling:
Fuzzy Directional Enlacement Landscapes. DGCI 2017: 171-182 - [c3]Michaël Clément, Mickaël Coustaty, Camille Kurtz, Laurent Wendling:
Local Enlacement Histograms for Historical Drop Caps Style Recognition. ICDAR 2017: 299-304 - 2016
- [c2]Michaël Clément, Camille Kurtz, Laurent Wendling:
Bags of spatial relations and shapes features for structural object description. ICPR 2016: 1994-1999 - 2015
- [c1]Michaël Clément, Mickaël Garnier, Camille Kurtz, Laurent Wendling:
Color Object Recognition based on Spatial Relations between Image Layers. VISAPP (1) 2015: 427-434
Parts in Books or Collections
- 2016
- [p1]Michaël Clément, Camille Kurtz, Laurent Wendling:
Description d'objets en couleurs à partir des relations spatiales entre régions structurelles. Fouille de Données Complexes 2016: 57-72
Informal and Other Publications
- 2023
- [i11]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Brain Structure Ages - A new biomarker for multi-disease classification. CoRR abs/2304.06591 (2023) - [i10]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
3D Transformer based on deformable patch location for differential diagnosis between Alzheimer's disease and Frontotemporal dementia. CoRR abs/2309.03183 (2023) - 2022
- [i9]Coloma Ballester, Aurélie Bugeau, Hernan Carrillo, Michaël Clément, Rémi Giraud, Lara Raad, Patricia Vitoria:
Influence of Color Spaces for Deep Learning Image Colorization. CoRR abs/2204.02850 (2022) - [i8]Coloma Ballester, Aurélie Bugeau, Hernan Carrillo, Michaël Clément, Rémi Giraud, Lara Raad, Patricia Vitoria:
Analysis of Different Losses for Deep Learning Image Colorization. CoRR abs/2204.02980 (2022) - [i7]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence. CoRR abs/2206.03247 (2022) - [i6]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Interpretable differential diagnosis for Alzheimer's disease and Frontotemporal dementia. CoRR abs/2206.07417 (2022) - [i5]Huy-Dung Nguyen, Michaël Clément, Vincent Planche, Boris Mansencal, Pierrick Coupé:
Deep grading for MRI-based differential diagnosis of Alzheimer's disease and Frontotemporal dementia. CoRR abs/2211.14096 (2022) - [i4]Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé:
Deep Grading based on Collective Artificial Intelligence for AD Diagnosis and Prognosis. CoRR abs/2211.15192 (2022) - 2020
- [i3]Rémi Giraud, Merlin Boyer, Michaël Clément:
Multi-Scale Superpatch Matching using Dual Superpixel Descriptors. CoRR abs/2003.04428 (2020) - 2019
- [i2]Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjón:
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation. CoRR abs/1906.01862 (2019) - [i1]Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjón:
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation. CoRR abs/1911.09098 (2019)
Coauthor Index
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