Thomas Batard

Orcid: 0000-0001-9335-0314

According to our database1, Thomas Batard authored at least 32 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values.
SIAM J. Imaging Sci., September, 2023

T(G)V-NeRF: A Strong Baseline in Regularized Neural Radiance Fields with Few Training Views.
Proceedings of the Advances in Computational Intelligence, 2023

Nonlinear DIP-DiracVTV Model for Color Image Restoration.
Proceedings of the Advances in Computational Intelligence, 2023

Nonlinear L<sup>2</sup>-DiracVTV Model for Color Image Restoration.
Proceedings of the Advances in Computational Intelligence, 2023

2021
DIP-VBTV: A Color Image Restoration Model Combining a Deep Image Prior and a Vector Bundle Total Variation.
SIAM J. Imaging Sci., 2021

2020
Variational Models for Color Image Correction Inspired by Visual Perception and Neuroscience.
J. Math. Imaging Vis., 2020

2019
A Connection Between Image Processing and Artificial Neural Networks Layers Through a Geometric Model of Visual Perception.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Hyperparameter-Free Losses for Model-Based Monocular Reconstruction.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
A Geometric Model of Brightness Perception and Its Application to Color Images Correction.
J. Math. Imaging Vis., 2018

2017
Optimizing layout using spatial quality metrics and user preferences.
Graph. Model., 2017

2016
A Decomposition Framework for Image Denoising Algorithms.
IEEE Trans. Image Process., 2016

Local denoising based on curvature smoothing can visually outperform non-local methods on photographs with actual noise.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Local denoising applied to RAW images may outperform non-local patch-based methods applied to the camera output.
Proceedings of the Digital Photography and Mobile Imaging XII, 2016

2015
Duality Principle for Image Regularization and Perceptual Color Correction Models.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

2014
A Nonlocal Variational Formulation for the Improvement of Tone Mapped Images.
SIAM J. Imaging Sci., 2014

On Covariant Derivatives and Their Applications to Image Regularization.
SIAM J. Imaging Sci., 2014

A Class of Generalized Laplacians on Vector Bundles Devoted to Multi-Channel Image Processing.
J. Math. Imaging Vis., 2014

Denoising an Image by Denoising Its Components in a Moving Frame.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

2013
Spinor Fourier Transform for Image Processing.
IEEE J. Sel. Top. Signal Process., 2013

Generalized Gradient on Vector Bundle - Application to Image Denoising.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

A Variational Method for the Optimization of Tone Mapping Operators.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

Harmonic Flow for Histogram Matching.
Proceedings of the Image and Video Technology - PSIVT 2013 Workshops, 2013

A Riemannian Fourier Transform via Spin Representations.
Proceedings of the Geometric Science of Information - First International Conference, 2013

2011
Heat Equations on Vector Bundles - Application to Color Image Regularization.
J. Math. Imaging Vis., 2011

Polyakov Action on (ρ, G)-Equivariant Functions Application to Color Image Regularization.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

2010
Clifford Bundles: A Common Framework for Image, Vector Field, and Orthonormal Frame Field Regularization.
SIAM J. Imaging Sci., 2010

Clifford-Fourier Transform for Color Image Processing.
Proceedings of the Geometric Algebra Computing - in Engineering and Computer Science., 2010

2009
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).
PhD thesis, 2009

A Metric Approach to nD Images Edge Detection with Clifford Algebras.
J. Math. Imaging Vis., 2009

Heat kernels of generalized laplacians-application to color image smoothing.
Proceedings of the International Conference on Image Processing, 2009

The Clifford-Hodge Flow: An Extension of the Beltrami Flow.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2007
Blockwise Similarity in [0, 1] via Triangular Norms and Sugeno Integrals - Application to Cluster Validity.
Proceedings of the FUZZ-IEEE 2007, 2007


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