A stochastic multi-layer algorithm for semi-discrete optimal transport with applications to texture synthesis and style transfer
type: Item
instance of: scholarly article
title: A stochastic multi-layer algorithm for semi-discrete optimal transport with applications to texture synthesis and style transfer
author: Arthur Leclaire
author: Julien Rabin
published in: Journal of Mathematical Imaging and Vision
publication date: 2021-06-14T00:00:00Z
Mathematics Subject Classification ID: 68-XX
Mathematics Subject Classification ID: 94-XX
zbMATH DE Number: 7358839
zbMATH Keywords: optimal transport
zbMATH Keywords: texture synthesis
zbMATH Keywords: patch matching
zbMATH Keywords: image inpainting
zbMATH Keywords: style transfer
describes a project that uses: EMD
MaRDI profile type: Publication
full work available at URL: s10851-020-00975-4
OpenAlex ID: W3036774376
cites work: Minimizing Flows for the Monge--Kantorovich Problem
cites work: Minkowski-type theorems and least-squares clustering
cites work: Exemplar-based Inpainting: Technical Review and new Heuristics for better Geometric Reconstructions
cites work: Numerical methods for matching for teams and Wasserstein barycenters
cites work: Midway image equalization
cites work: Style Transfer Via Texture Synthesis
cites work: Transport between RGB images motivated by dynamic optimal transport
cites work: Texture Inpainting Using Efficient Gaussian Conditional Simulation
cites work: A Texture Synthesis Model Based on Semi-Discrete Optimal Transport in Patch Space
cites work: Q4636980
cites work: Iterative scheme for solving optimal transportation problems arising in reflector design
cites work: Optimal mass transport for registration and warping
cites work: An iterative scheme for solving the optimal transportation problem
cites work: Convergence of a Newton algorithm for semi-discrete optimal transport
cites work: The invisible hand algorithm: solving the assignment problem with statistical physics
cites work: Q5519710
cites work: Imaging with Kantorovich--Rubinstein Discrepancy
cites work: A Numerical Algorithm forL2Semi-Discrete Optimal Transport in 3D
cites work: A generalized model for optimal transport of images including dissipation and density modulation
cites work: The EM Algorithm and Extensions, 2E
cites work: Video Inpainting of Complex Scenes
cites work: Optimal transport with proximal splitting
cites work: A Variational Model for Histogram Transfer of Color Images
cites work: Computational Optimal Transport: With Applications to Data Science
cites work: A conditional multiscale locally Gaussian texture synthesis algorithm
cites work: A Statistical Approach to the Matching of Local Features
cites work: Removing Artefacts From Color and Contrast Modifications
cites work: Convex Color Image Segmentation with Optimal Transport Distances
cites work: The earth mover's distance as a metric for image retrieval
cites work: Optimal transport for applied mathematicians. Calculus of variations, PDEs, and modeling
cites work: A sparse multiscale algorithm for dense optimal transport
cites work: Stabilized Sparse Scaling Algorithms for Entropy Regularized Transport Problems
cites work: Convolutional Wasserstein distances: efficient optimal transportation on geometric domains
cites work: Wasserstein Loss for Image Synthesis and Restoration
cites work: Q4805362
cites work: Synthesizing and mixing stationary Gaussian texture models
cites work: Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
DOI: 10.1007/S10851-020-00975-4
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description: scientific article; zbMATH DE number 7358839