A texture synthesis model based on semi-discrete optimal transport in patch space

B Galerne, A Leclaire, J Rabin - SIAM Journal on Imaging Sciences, 2018 - SIAM
Exemplar-based texture synthesis consists in producing new synthetic images which have
the same perceptual characteristics as a given texture sample while exhibiting sufficient …

A survey of exemplar-based texture synthesis methods

A Akl, C Yaacoub, M Donias, JP Da Costa… - Computer Vision and …, 2018 - Elsevier
Texture synthesis has become an important topic in image processing, with many
fundamental applications in computer vision and image understanding. The purpose of this …

Texton noise

B Galerne, A Leclaire, L Moisan - Computer Graphics Forum, 2017 - Wiley Online Library
Designing realistic noise patterns from scratch is hard. To solve this problem, recent
contributions have proposed involved spectral analysis algorithms that enable procedural …

Texture inpainting using efficient Gaussian conditional simulation

B Galerne, A Leclaire - SIAM Journal on Imaging Sciences, 2017 - SIAM
Inpainting consists in computing a plausible completion of missing parts of an image given
the available content. In the restricted framework of texture images, the image can be seen …

Stochastic super-resolution for Gaussian textures

É Pierret, B Galerne - ICASSP 2023-2023 IEEE International …, 2023 - ieeexplore.ieee.org
Super-resolution (SR) is an ill-posed inverse problem which consists in proposing high-
resolution images consistent with a given low-resolution one. While most SR algorithms are …

Stochastic SR for Gaussian microtextures

E Pierret, B Galerne - arxiv preprint arxiv:2405.15399, 2024 - arxiv.org
Super-Resolution (SR) is the problem that consists in reconstructing images that have been
degraded by a zoom-out operator. This is an ill-posed problem that does not have a unique …

Semi-discrete optimal transport in patch space for enriching Gaussian textures

B Galerne, A Leclaire, J Rabin - … , GSI 2017, Paris, France, November 7-9 …, 2017 - Springer
A bilevel texture model is proposed, based on a local transform of a Gaussian random field.
The core of this method relies on the optimal transport of a continuous Gaussian distribution …

Full inference for the anisotropic fractional Brownian field

P Escande, F Richard - Theory of Probability and Mathematical Statistics, 2024 - ams.org
The anisotropic fractional Brownian field (AFBF) is a non-stationary Gaussian random field
which has been used for the modeling of textured images. In this paper, we address the …

Maximum entropy methods for texture synthesis: theory and practice

V De Bortoli, A Desolneux, A Durmus, B Galerne… - SIAM Journal on …, 2021 - SIAM
Recent years have seen the rise of convolutional neural network techniques in exemplar-
based image synthesis. These methods often rely on the minimization of some variational …

Microtexture inpainting through Gaussian conditional simulation

B Galerne, A Leclaire, L Moisan - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Image inpainting consists in filling missing regions of an image by inferring from the
surrounding content. In the case of texture images, inpainting can be formulated in terms of …