Texture Synthesis (Texture Synthesis)

Description

Given a texture sample, synthesize a new texture that, when perceived by a human observer, appears to be generated by the same underlying stochastic process.

Parameters

n: number of pixels

Table of Algorithms

Name	Year	Time	Space	Approximation Factor	Model	Reference
tree-structured vector quantization Wei-Levoy	2000	$O(n^{2} log n)$	$O(nd)$		Deterministic	Time & Space
Spatial GAN-Based; Urs Bergmann, Nikolay Jetchev, Roland Vollgraf	2017	$O(N)$	$O(N)$		Deterministic	Time & Space
non-parametric sampling Efros and Leung	1999	$O(n^{3})$			Deterministic	Time
image analogies Hertzmann	2001	$O(N log n)$			Deterministic	Time
R. Paget ; I.D. Longstaff	1998	$O(n^{3})$			Deterministic	Time
Image quilting Efros-Freeman	2001	$O(n^{3})$			Deterministic	Time
Kwatra	2003	$O(n^{3})$			Deterministic	Time
CNN Based Gatys; Leon A	2001	$O(n^{3})$			Deterministic