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Face Sketch Synthesis using Bilateral Symmetry

Published on March 2017 by Shinde Madhuri N, Shahane Nitin M
journal_cover_thumbnail

Emerging Trends in Computing
Foundation of Computer Science USA
ETC2016 - Number 3
March 2017
Authors: Shinde Madhuri N, Shahane Nitin M
b0bfe462-8560-485a-82a9-b7873259f0c7

Shinde Madhuri N, Shahane Nitin M . Face Sketch Synthesis using Bilateral Symmetry. Emerging Trends in Computing. ETC2016, 3 (March 2017), 1-4.

@article{
author = { Shinde Madhuri N, Shahane Nitin M },
title = { Face Sketch Synthesis using Bilateral Symmetry },
journal = { Emerging Trends in Computing },
issue_date = { March 2017 },
volume = { ETC2016 },
number = { 3 },
month = { March },
year = { 2017 },
issn = 0975-8887,
pages = { 1-4 },
numpages = 4,
url = { /proceedings/etc2016/number3/27313-6267/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 Emerging Trends in Computing
%A Shinde Madhuri N
%A Shahane Nitin M
%T Face Sketch Synthesis using Bilateral Symmetry
%J Emerging Trends in Computing
%@ 0975-8887
%V ETC2016
%N 3
%P 1-4
%D 2017
%I International Journal of Computer Applications
Abstract

Method of creating sketch from available photograph is known as sketch synthesis. To synthesize face sketch, similarity between different photograph patches is evaluated. Existing patch level method requires huge computational time and space for finding candidate photograph patches. Photograph patches are replaced by sparse coefficients using sparse coding. Sparse representation is used to select candidate photograph patches. Then greedy search is used to measure the similarity between the test photograph patch and the training photograph patch. Final candidate patches are stitched to get synthesized sketch. By using bilateral symmetry, it tends to achieve high efficiency of the system.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Bilateral Symmetry Greedy Search Sketch Synthesis Sparse Coding.