PatchAlign3D: Local Feature Alignment for Dense 3D Shape understanding.

Emery Pierson

Souhail Hadgi Bingchen Gong Ramana Sundararaman Emery Pierson Lei Li 0038 Peter Wonka Maks Ovsjanikov PatchAlign3D: Local Feature Alignment for Dense 3D Shape understanding. 2026 January abs/2601.02457 CoRR https://doi.org/10.48550/arXiv.2601.02457 db/journals/corr/corr2601.html#abs-2601-02457 streams/journals/corr

Fouad Boutaleb Emery Pierson Mohamed Daoudi Clémence Nineuil Ali Amad Fabien D'Hondt A Non-Invasive 3D Gait Analysis Framework for Quantifying Psychomotor Retardation in Major Depressive Disorder. 2026 January abs/2601.19526 CoRR https://doi.org/10.48550/arXiv.2601.19526 db/journals/corr/corr2601.html#abs-2601-19526 streams/journals/corr

Erkan Turan Gaspard Abel Maysam Behmanesh Emery Pierson Maks Ovsjanikov Beyond ReLU: Bifurcation, Oversmoothing, and Topological Priors. 2026 February abs/2602.15634 CoRR https://doi.org/10.48550/arXiv.2602.15634 db/journals/corr/corr2602.html#abs-2602-15634 streams/journals/corr

Emmanuel Hartman Emery Pierson Martin Bauer 0004 Mohamed Daoudi Nicolas Charon Basis Restricted Elastic Shape Analysis on the Space of Unregistered Surfaces. 1999-2024 2025 April 133 Int. J. Comput. Vis. 4 https://doi.org/10.1007/s11263-024-02269-3 db/journals/ijcv/ijcv133.html#HartmanPBDC25 streams/journals/ijcv

Fouad Boualeb Emery Pierson Nicolas Doudeau Clémence Nineuil Ali Amad Mohamed Daoudi Measuring Anxiety Levels with Head Motion Patterns in Severe Depression Population. 1-10 2025 FG https://doi.org/10.1109/FG61629.2025.11099334 conf/fgr/2025 db/conf/fgr/fg2025.html#BoualebPDNAD25 Yassine Ouzar Clémence Nineuil Fouad Boualeb Emery Pierson Ali Amad Mohamed Daoudi Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity. 1-10 2025 FG https://doi.org/10.1109/FG61629.2025.11099145 conf/fgr/2025 db/conf/fgr/fg2025.html#OuzarNBPAD25

Fouad Boutaleb Emery Pierson Nicolas Doudeau Clémence Nineuil Ali Amad Mohamed Daoudi Measuring Anxiety Levels with Head Motion Patterns in Severe Depression Population. 2025 February abs/2502.08813 CoRR https://doi.org/10.48550/arXiv.2502.08813 db/journals/corr/corr2502.html#abs-2502-08813 streams/journals/corr

Yassine Ouzar Clémence Nineuil Fouad Boutaleb Emery Pierson Ali Amad Mohamed Daoudi Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity. 2025 April abs/2504.13331 CoRR https://doi.org/10.48550/arXiv.2504.13331 db/journals/corr/corr2504.html#abs-2504-13331 streams/journals/corr

Emery Pierson Lei Li 0038 Angela Dai Maks Ovsjanikov DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching. 2025 July abs/2507.23715 CoRR https://doi.org/10.48550/arXiv.2507.23715 db/journals/corr/corr2507.html#abs-2507-23715 streams/journals/corr

Thomas Besnier Emery Pierson Sylvain Arguillère Mohamed Daoudi Partial Non-rigid Deformations and interpolations of Human Body Surfaces. 2024 abs/2412.02306 CoRR https://doi.org/10.48550/arXiv.2412.02306 db/journals/corr/corr2412.html#abs-2412-02306 streams/journals/corr

Emery Pierson 3D and 4D Human body surface comparison and deformation: From geometric invariants to Riemannian shape analysis. (Comparaison et déformations de formes humaine 3D et 4D: Des invariants géometriques à l'analyse Riemannienne de formes). 2023 University of Lille, France https://tel.archives-ouvertes.fr/tel-04064016 https://tel.archives-ouvertes.fr/tel-04285451

Thomas Besnier Sylvain Arguillère Emery Pierson Mohamed Daoudi Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures. 309-320 2023 October 115 Comput. Graph. https://doi.org/10.1016/j.cag.2023.06.027 db/journals/cg/cg115.html#BesnierAPD23

Emmanuel Hartman Emery Pierson VariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data. 2023 3DOR (Short Papers) https://doi.org/10.2312/3dor.20231150 conf/3dor/2023s db/conf/3dor/3dor2023s.html#HartmanP23 Emmanuel Hartman Emery Pierson Martin Bauer 0004 Nicolas Charon Mohamed Daoudi BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes. 14135-14145 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01304 conf/iccv/2023 db/conf/iccv/iccv2023.html#HartmanP0CD23

Thomas Besnier Sylvain Arguillère Emery Pierson Mohamed Daoudi Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures. 2023 abs/2306.15762 CoRR https://doi.org/10.48550/arXiv.2306.15762 db/journals/corr/corr2306.html#abs-2306-15762

Emmanuel Hartman Emery Pierson VariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data. 2023 abs/2307.03553 CoRR https://doi.org/10.48550/arXiv.2307.03553 db/journals/corr/corr2307.html#abs-2307-03553

Emmanuel Hartman Emery Pierson Martin Bauer 0004 Mohamed Daoudi Nicolas Charon Basis restricted elastic shape analysis on the space of unregistered surfaces. 2023 abs/2311.04382 CoRR https://doi.org/10.48550/arXiv.2311.04382 db/journals/corr/corr2311.html#abs-2311-04382

Emery Pierson Juan Carlos Álvarez Paiva Mohamed Daoudi Projection-based classification of surfaces for 3D human mesh sequence retrieval. 45-55 2022 102 Comput. Graph. https://doi.org/10.1016/j.cag.2021.10.012 db/journals/cg/cg102.html#PiersonPD22

Emery Pierson Thomas Besnier Mohamed Daoudi Sylvain Arguillère Parameterization Robustness of 3D Auto-Encoders. 2022 3DOR (Short Papers) https://doi.org/10.2312/3dor.20221180 conf/3dor/2022s db/conf/3dor/3dor2022s.html#PiersonBDA22 Emery Pierson Mohamed Daoudi Sylvain Arguillère 3D Shape Sequence of Human Comparison and Classification Using Current and Varifolds. 523-539 2022 ECCV (3) https://doi.org/10.1007/978-3-031-20062-5_30 conf/eccv/2022-3 db/conf/eccv/eccv2022-3.html#PiersonDA22 Emery Pierson Mohamed Daoudi Alice Barbara Tumpach A Riemannian Framework for Analysis of Human Body Surface. 2763-2772 2022 WACV https://doi.org/10.1109/WACV51458.2022.00282 conf/wacv/2022 db/conf/wacv/wacv2022.html#PiersonDT22

Emery Pierson Mohamed Daoudi Sylvain Arguillère 3D Shape Sequence of Human Comparison and Classification using Current and Varifolds. 2022 abs/2207.12485 CoRR https://doi.org/10.48550/arXiv.2207.12485 db/journals/corr/corr2207.html#abs-2207-12485

Emmanuel Hartman Emery Pierson Martin Bauer 0004 Nicolas Charon Mohamed Daoudi BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes. 2022 abs/2211.13185 CoRR https://doi.org/10.48550/arXiv.2211.13185 db/journals/corr/corr2211.html#abs-2211-13185

Emery Pierson Mohamed Daoudi Alice Barbara Tumpach A Riemannian Framework for Analysis of Human Body Surface. 2021 abs/2108.11449 CoRR https://arxiv.org/abs/2108.11449 db/journals/corr/corr2108.html#abs-2108-11449

Emery Pierson Juan Carlos Álvarez Paiva Mohamed Daoudi Projection-based Classification of Surfaces for 3D Human Mesh Sequence Retrieval. 2021 abs/2111.13985 CoRR https://arxiv.org/abs/2111.13985 db/journals/corr/corr2111.html#abs-2111-13985

Gaspard Abel Ali Amad Sylvain Arguillère Martin Bauer 0004 Maysam Behmanesh Thomas Besnier Fouad Boualeb Fouad Boutaleb Nicolas Charon Angela Dai Mohamed Daoudi Fabien D'Hondt Nicolas Doudeau Bingchen Gong Souhail Hadgi Emmanuel Hartman Lei Li 0038 Clémence Nineuil Yassine Ouzar Maks Ovsjanikov Juan Carlos Álvarez Paiva Ramana Sundararaman Alice Barbara Tumpach Erkan Turan Peter Wonka