Title
Non-stationary texture synthesis from random field modeling
Abstract
This paper presents a generalized non-stationary and fractional model for texture synthesis. The model is based on convolution and modulation operations of fractional Brownian fields and its associated spectral representation contains many poles with unit norm. Synthesized textures generated from this model can exhibit several non-trivial fringes which can be visualized in natural textures such those involved in high resolution transmission electron microscopy.
Year
DOI
Venue
2014
10.1109/ICIP.2014.7025866
Image Processing
Keywords
Field
DocType
convolution,image texture,random processes,transmission electron microscopy,convolution operations,fractional Brownian fields,generalized nonstationary and fractional model,high resolution transmission electron microscopy,modulation operations,natural textures,nonstationary texture synthesis,nontrivial fringes,random field modeling,Fractional Brownian fields,Non-Stationary textures,Random fields,Texture Synthesis,Transmission Electron Microscopy
Computer vision,Random field,Convolution,Transmission electron microscopy,Modulation,High-resolution transmission electron microscopy,Artificial intelligence,Brownian motion,Texture synthesis,Spectral representation,Mathematics
Conference
ISSN
Citations 
PageRank 
1522-4880
1
0.36
References 
Authors
4
4
Name
Order
Citations
PageRank
Abdourrahmane M. Atto1224.03
Zhangyun Tan210.36
Olivier Alata311819.81
Moreaud, M.442.08