MP
Matthieu Perrot
cs.CVcs.AISubtraction Techniquecs.LGAlgorithmsstat.MLcs.GRModels, AnatomicArtificial IntelligenceBrain
On Valency
published · living versionsW_dwtmxhph·v1 · currentpublished
Scikit-learn: Machine Learning in Python
with Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel +14
1 version
Preprints & journals
24 papers in the corpus · 2008–2026Weak Segmentation-Guided GAN for~Realistic Color Edition2610.16620v1 · Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot2026 · 0 citationsImage Analysis and Processing -- ICIAP 2023, 14233, Springer Nature Switzerland, pp.487-499, 2023, Lecture Notes in Computer Science
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers2205.06305v1 · Robin Kips, Ruowei Jiang, Sileye Ba et al.2022 · 7 citationsarXiv
Hair Color Digitization through Imaging and Deep Inverse Graphics2202.03723v1 · Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot et al.2022 · 1 citationarXiv
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example2105.06407v1 · Robin Kips, Ruowei Jiang, Sileye Ba et al.2021 · 7 citationsarXiv
Learning Long-Term Style-Preserving Blind Video Temporal Consistency2103.07278v1 · Hugo Thimonier, Julien Despois, Robin Kips et al.2021 · 11 citations2021 IEEE International Conference on Multimedia and Expo (ICME)
AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs2008.10960v2 · Julien Despois, Frederic Flament, Matthieu Perrot2020 · 26 citationsarXiv
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer2008.10298v1 · Robin Kips, Pietro Gori, Matthieu Perrot et al.2020 · 30 citationsarXiv
Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection1701.04355v1 · Hadrien Bertrand, Matthieu Perrot, Roberto Ardon et al.2017 · 8 citationsarXiv
Groupwise connectivity-based parcellation of the whole human cortical surface using watershed-driven dimension reduction.26849421 · Lefranc, Sandrine, Roca, Pauline, Perrot, Matthieu et al.2016 · 42 citationsMedical image analysis. 2016;30:11-29
Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI1407.5602v1 · Mathieu Dubois (NEUROSPIN), Fouad Hadj-Selem (NEUROSPIN), Tommy Lofstedt (NEUROSPIN) et al.2014 · 21 citationsarXiv
Anatomical correlations of the international 10-20 sensor placement system in infants.24862070 · Kabdebon, C, Leroy, F, Simmonet, H et al.2015 · 111 citationsNeuroImage. 2014;99:342-56
A study of cortical morphology in children with fetal alcohol spectrum disorders.23946151 · De Guio, François, Mangin, Jean-François, Rivière, Denis et al.2014 · 65 citationsHuman brain mapping. 2014;35(5):2285-96
Model-driven harmonic parameterization of the cortical surface: HIP-HOP.23358957 · Auzias, G, Lefèvre, J, Le Troter, A et al.2013 · 71 citationsIEEE transactions on medical imaging. 2013;32(5):873-87
Scikit-learn: Machine Learning in Python1201.0490v4 · Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort et al.2012 · 69,606 citationsJournal of Machine Learning Research (2011)on Valency
The effect of handedness on the shape of the central sulcus.22227053 · Sun, Zhong Yi, Klöppel, Stefan, Rivière, Denis et al.2012 · 131 citationsNeuroImage. 2012;60(1):332-9
Apathy is related to cortex morphology in CADASIL. A sulcal-based morphometry study.21518996 · Jouvent, E, Reyes, S, Mangin, J-F et al.2011 · 44 citationsNeurology. 2011;76(17):1472-7
Cortical sulci recognition and spatial normalization.21441062 · Perrot, Matthieu, Rivière, Denis, Mangin, Jean-François2012 · 149 citationsMedical image analysis. 2011;15(4):529-50
Diffeomorphic brain registration under exhaustive sulcal constraints.21278014 · Auzias, Guillaume, Colliot, Olivier, Glaunès, Joan Alexis et al.2011 · 79 citationsIEEE transactions on medical imaging. 2011;30(6):1214-27
Model-driven harmonic parameterization of the cortical surface.21995043 · Auzias, Guillaume, Lefèvre, Julien, Le Troter, Arnaud et al.2011 · 8 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2011;14(Pt 2):310-7
Joint Bayesian cortical sulci recognition and spatial normalization.19694262 · Perrot, Matthieu, Rivière, Denis, Tucholka, Alan et al.2009 · 30 citationsInformation processing in medical imaging : proceedings of the ... conference. 2009;21:176-87
DISCO: a coherent diffeomorphic framework for brain registration under exhaustive sulcal constraints.20426053 · Auzias, Guillaume, Glaunès, Joan, Colliot, Olivier et al.2010 · 18 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2009;12(Pt 1):730-8
Constructing a dictionary of human brain folding patterns.20426103 · Sun, Zhong Yi, Perrot, Matthieu, Tucholka, Alan et al.2010 · 27 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2009;12(Pt 2):117-24
Anatomically informed bayesian model selection for fMRI group data analysis.20426143 · Keller, Merlin, Lavielle, Marc, Perrot, Matthieu et al.2010 · 11 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2009;12(Pt 2):450-7
Probabilistic anatomo-functional parcellation of the cortex: how many regions?18982630 · Tucholka, Alan, Thirion, Bertrand, Perrot, Matthieu et al.2008 · 19 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2008;11(Pt 2):399-406
Career total: 44 works. 24 are in this corpus.
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