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Thomas Batard
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2020 – today
- 2023
- [j13]Thomas Batard:
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values. SIAM J. Imaging Sci. 16(3): 1235-1280 (2023) - [c17]Erick Zúniga, Thomas Batard, Jean-Bernard Hayet:
T(G)V-NeRF: A Strong Baseline in Regularized Neural Radiance Fields with Few Training Views. MICAI (1) 2023: 152-167 - [c16]Natalia Huitzil Santamaría, Thomas Batard, Carlos Brito-Loeza:
Nonlinear DIP-DiracVTV Model for Color Image Restoration. MICAI (1) 2023: 168-181 - [c15]Keny Chin, Thomas Batard:
Nonlinear L2-DiracVTV Model for Color Image Restoration. MICAI (1) 2023: 198-212 - 2021
- [j12]Thomas Batard, Gloria Haro, Coloma Ballester:
DIP-VBTV: A Color Image Restoration Model Combining a Deep Image Prior and a Vector Bundle Total Variation. SIAM J. Imaging Sci. 14(4): 1816-1847 (2021) - 2020
- [j11]Thomas Batard, Johannes Hertrich, Gabriele Steidl:
Variational Models for Color Image Correction Inspired by Visual Perception and Neuroscience. J. Math. Imaging Vis. 62(9): 1173-1194 (2020)
2010 – 2019
- 2019
- [c14]Eduard Ramon, Guillermo Ruiz, Thomas Batard, Xavier Giró-i-Nieto:
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. ICCV Workshops 2019: 4075-4084 - [c13]Thomas Batard, Eduard Ramon Maldonado, Gabriele Steidl, Marcelo Bertalmío:
A Connection Between Image Processing and Artificial Neural Networks Layers Through a Geometric Model of Visual Perception. SSVM 2019: 459-471 - [i1]Eduard Ramon, Guillermo Ruiz, Thomas Batard, Xavier Giró-i-Nieto:
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. CoRR abs/1908.09001 (2019) - 2018
- [j10]Thomas Batard, Marcelo Bertalmío:
A Geometric Model of Brightness Perception and Its Application to Color Images Correction. J. Math. Imaging Vis. 60(6): 849-881 (2018) - 2017
- [j9]Arash Bahrehmand, Thomas Batard, Ricardo Marques, Alun Evans, Josep Blat:
Optimizing layout using spatial quality metrics and user preferences. Graph. Model. 93: 25-38 (2017) - 2016
- [j8]Gabriela Ghimpeteanu, Thomas Batard, Marcelo Bertalmío, Stacey Levine:
A Decomposition Framework for Image Denoising Algorithms. IEEE Trans. Image Process. 25(1): 388-399 (2016) - [c12]Gabriela Ghimpeteanu, Thomas Batard, Tamara Seybold, Marcelo Bertalmío:
Local denoising applied to RAW images may outperform non-local patch-based methods applied to the camera output. Digital Photography and Mobile Imaging 2016: 1-8 - [c11]Gabriela Ghimpeteanu, David Kane, Thomas Batard, Stacey Levine, Marcelo Bertalmío:
Local denoising based on curvature smoothing can visually outperform non-local methods on photographs with actual noise. ICIP 2016: 3111-3115 - 2015
- [c10]Thomas Batard, Marcelo Bertalmío:
Duality Principle for Image Regularization and Perceptual Color Correction Models. SSVM 2015: 449-460 - 2014
- [j7]Thomas Batard, Nir A. Sochen:
A Class of Generalized Laplacians on Vector Bundles Devoted to Multi-Channel Image Processing. J. Math. Imaging Vis. 48(3): 517-543 (2014) - [j6]Praveen Cyriac, Thomas Batard, Marcelo Bertalmío:
A Nonlocal Variational Formulation for the Improvement of Tone Mapped Images. SIAM J. Imaging Sci. 7(4): 2340-2363 (2014) - [j5]Thomas Batard, Marcelo Bertalmío:
On Covariant Derivatives and Their Applications to Image Regularization. SIAM J. Imaging Sci. 7(4): 2393-2422 (2014) - [c9]Gabriela Ghimpeteanu, Thomas Batard, Marcelo Bertalmío, Stacey Levine:
Denoising an Image by Denoising Its Components in a Moving Frame. ICISP 2014: 375-383 - 2013
- [j4]Thomas Batard, Michel Berthier:
Spinor Fourier Transform for Image Processing. IEEE J. Sel. Top. Signal Process. 7(4): 605-613 (2013) - [c8]Thomas Batard, Michel Berthier:
A Riemannian Fourier Transform via Spin Representations. GSI 2013: 131-139 - [c7]Thomas Batard, Marcelo Bertalmío:
Harmonic Flow for Histogram Matching. PSIVT Workshops 2013: 145-156 - [c6]Praveen Cyriac, Thomas Batard, Marcelo Bertalmío:
A Variational Method for the Optimization of Tone Mapping Operators. PSIVT 2013: 505-516 - [c5]Thomas Batard, Marcelo Bertalmío:
Generalized Gradient on Vector Bundle - Application to Image Denoising. SSVM 2013: 12-23 - 2011
- [j3]Thomas Batard:
Heat Equations on Vector Bundles - Application to Color Image Regularization. J. Math. Imaging Vis. 41(1-2): 59-85 (2011) - [c4]Thomas Batard, Nir A. Sochen:
Polyakov Action on (ρ, G)-Equivariant Functions Application to Color Image Regularization. SSVM 2011: 483-494 - 2010
- [j2]Thomas Batard:
Clifford Bundles: A Common Framework for Image, Vector Field, and Orthonormal Frame Field Regularization. SIAM J. Imaging Sci. 3(3): 670-701 (2010) - [p1]Thomas Batard, Michel Berthier, Christophe Saint-Jean:
Clifford-Fourier Transform for Color Image Processing. Geometric Algebra Computing 2010: 135-162
2000 – 2009
- 2009
- [b1]Thomas Batard:
Géométrie différentielle des fibrés vectoriels et algèbres de Clifford appliquées au traitement d'images multicanaux. (Differential geometry of vector bundles and Clifford algebras applied to multi-channels image processing). University of La Rochelle, France, 2009 - [j1]Thomas Batard, Christophe Saint-Jean, Michel Berthier:
A Metric Approach to nD Images Edge Detection with Clifford Algebras. J. Math. Imaging Vis. 33(3): 296-312 (2009) - [c3]Thomas Batard, Michel Berthier:
The Clifford-Hodge Flow: An Extension of the Beltrami Flow. CAIP 2009: 394-401 - [c2]Thomas Batard, Michel Berthier:
Heat kernels of generalized laplacians-application to color image smoothing. ICIP 2009: 461-464 - 2007
- [c1]Hoel Le Capitaine, Thomas Batard, Carl Frélicot, Michel Berthier:
Blockwise Similarity in [0, 1] via Triangular Norms and Sugeno Integrals - Application to Cluster Validity. FUZZ-IEEE 2007: 1-6
Coauthor Index
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