Patch-based texture synthesis using differential evolution

Arti Tiwari, Sushil Kumar, Subhash Chand Gupta, Millie Pant

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper presents a novel algorithm for patch-based texture synthesis. This method surpasses the conventional texture synthesis method with evolutionary algorithm. Patch-based texture synthesis is to enlarge the texture image by quilting the small patches together in a raster scan manner by applying some preliminary processes. In the initial population generation at the time of fetching patches from the original texture image, there is the 8-pixel difference between each adjacent patch to dilate the search space. The process Patch-based Texture Synthesis using DE (PTSDE) can search the adaptive patches from the available population in a candidate single generation. PTSDE gives efficient result in texture synthesis in comparison to other used methods.

Original languageEnglish
Title of host publication8th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2017
PublisherInstitute of Electrical and Electronics Engineers
ISBN (Electronic)9781509030385
DOIs
StatePublished - 13 Dec 2017
Externally publishedYes
Event8th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2017 - Delhi, India
Duration: 3 Jul 20175 Jul 2017

Publication series

Name8th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2017

Conference

Conference8th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2017
Country/TerritoryIndia
CityDelhi
Period3/07/175/07/17

Keywords

  • Differential Evolution
  • Image-Quilting
  • Patch-based
  • Texture-synthesis

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Modeling and Simulation
  • Artificial Intelligence

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