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Michaël Clément

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affiliation (PhD 2017): Sorbonne Paris Cité, France

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2020 – today

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2024
[c13]
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Rémi Giraud, Michaël Clément:
Deep Spherical Superpixels. ICPR (23) 2024: 67-81
[i12]
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  - journals/corr/abs-2407-17354
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Rémi Giraud, Michaël Clément:
Deep Spherical Superpixels. CoRR abs/2407.17354 (2024)
2023
[j7]
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  - journals/artmed/NguyenCPMC23
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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]
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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)
[c12]
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  - conf/cvpr/CarrilloCBS23
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Hernan Carrillo, Michaël Clément, Aurélie Bugeau, Edgar Simo-Serra:
Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models. CVPR Workshops 2023: 3486-3490
[c11]
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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
[i11]
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  - journals/corr/abs-2304-06591
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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]
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  - journals/corr/abs-2309-03183
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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
[c10]
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  - conf/accv/CarrilloCB22
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Hernan Carrillo, Michaël Clément, Aurélie Bugeau:
Super-Attention for Exemplar-Based Image Colorization. ACCV (2) 2022: 646-662
[c9]
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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]
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Hernan Carrillo, Michaël Clément, Aurélie Bugeau:
Non-local Matching of Superpixel-based Deep Features for Color Transfer. VISIGRAPP (4: VISAPP) 2022: 38-47
[i9]
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  - journals/corr/abs-2204-02850
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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]
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  - journals/corr/abs-2204-02980
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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]
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  - journals/corr/abs-2206-03247
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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]
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  - journals/corr/abs-2206-07417
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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]
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  - journals/corr/abs-2211-14096
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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]
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  - journals/corr/abs-2211-15192
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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)
2021
[c7]
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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
[j5]
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  - journals/neuroimage/CoupeMCGSTLM20
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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]
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Michaël Clément, Camille Kurtz, Laurent Wendling:
Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations. Pattern Recognit. 101: 107185 (2020)
[j3]
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Rémi Giraud, Merlin Boyer, Michaël Clément:
Multi-scale superpatch matching using dual superpixel descriptors. Pattern Recognit. Lett. 133: 129-136 (2020)
[c6]
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Michaël Clément, Camille Kurtz, Laurent Wendling:
Enlacement and Interlacement Shape Descriptors. ICPRAI 2020: 525-537
[i3]
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  - journals/corr/abs-2003-04428
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Rémi Giraud, Merlin Boyer, Michaël Clément:
Multi-Scale Superpatch Matching using Dual Superpixel Descriptors. CoRR abs/2003.04428 (2020)

2010 – 2019

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2019
[c5]
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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
[i2]
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  - journals/corr/abs-1906-01862
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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]
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  - journals/corr/abs-1911-09098
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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)
2018
[j2]
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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
[b1]
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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
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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)
[c4]
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Michaël Clément, Camille Kurtz, Laurent Wendling:
Fuzzy Directional Enlacement Landscapes. DGCI 2017: 171-182
[c3]
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  - conf/icdar/ClementCKW17
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Michaël Clément, Mickaël Coustaty, Camille Kurtz, Laurent Wendling:
Local Enlacement Histograms for Historical Drop Caps Style Recognition. ICDAR 2017: 299-304
2016
[c2]
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Michaël Clément, Camille Kurtz, Laurent Wendling:
Bags of spatial relations and shapes features for structural object description. ICPR 2016: 1994-1999
[p1]
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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
2015
[c1]
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Michaël Clément, Mickaël Garnier, Camille Kurtz, Laurent Wendling:
Color Object Recognition based on Spatial Relations between Image Layers. VISAPP (1) 2015: 427-434

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