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Published in:

Volume 3 Issue 12
December-2016
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1701373


Registration ID:
302574

Page Number

2304-2308

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Title

FUZZY BASED IMAGE SEGMENTATION USING SPATIAL/FREQUENCY INFORMATION

Abstract

This article presents a multiphase fuzzy region competition model that takes into account spatial and frequency information for image segmentation. In the proposed energy functional,each region is represented by a fuzzy membership function and a data fidelity term. It measures the conformity of spatial and frequency data within each region. Gaussian densities parameters are determined jointly with the segmentation process. To efficiently solve the minimization of the energy functional, an alternate minimization procedure is adopted and Chambolle’s fast duality projection algorithm is used. The proposed method is applied to synthetic and natural textures as well as real-world natural images.

Key Words

Generalized Gaussian density, region competition, segmentation.

Cite This Article

"FUZZY BASED IMAGE SEGMENTATION USING SPATIAL/FREQUENCY INFORMATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.3, Issue 12, page no.2304-2308, December-2016, Available :http://www.jetir.org/papers/JETIR1701373.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"FUZZY BASED IMAGE SEGMENTATION USING SPATIAL/FREQUENCY INFORMATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.3, Issue 12, page no. pp2304-2308, December-2016, Available at : http://www.jetir.org/papers/JETIR1701373.pdf

Publication Details

Published Paper ID: JETIR1701373
Registration ID: 302574
Published In: Volume 3 | Issue 12 | Year December-2016
DOI (Digital Object Identifier):
Page No: 2304-2308
Country: chidhambaram, Tamil Nadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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