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A texture synthesis model based on semi-discrete optimal transport in patch space
Exemplar-based texture synthesis consists in producing new synthetic images which have
the same perceptual characteristics as a given texture sample while exhibiting sufficient …
the same perceptual characteristics as a given texture sample while exhibiting sufficient …
A survey of exemplar-based texture synthesis methods
Texture synthesis has become an important topic in image processing, with many
fundamental applications in computer vision and image understanding. The purpose of this …
fundamental applications in computer vision and image understanding. The purpose of this …
Texton noise
Designing realistic noise patterns from scratch is hard. To solve this problem, recent
contributions have proposed involved spectral analysis algorithms that enable procedural …
contributions have proposed involved spectral analysis algorithms that enable procedural …
Texture inpainting using efficient Gaussian conditional simulation
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 …
the available content. In the restricted framework of texture images, the image can be seen …
Stochastic super-resolution for Gaussian textures
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 …
resolution images consistent with a given low-resolution one. While most SR algorithms are …
Stochastic SR for Gaussian microtextures
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 …
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
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 …
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 …
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
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 …
based image synthesis. These methods often rely on the minimization of some variational …
Microtexture inpainting through Gaussian conditional simulation
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 …
surrounding content. In the case of texture images, inpainting can be formulated in terms of …