A New Method for Gray Level Image Thresholding Using Spatial Correlation Features and Ultrafuzzy Measure

A New Method for Gray Level Image Thresholding Using Spatial Correlation Features and Ultrafuzzy Measure

Article ID

CSTGVX4C8L

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A New Method for Gray Level Image Thresholding Using Spatial Correlation Features and Ultrafuzzy Measure

Dr. CH.V.Narayana

E. Sreenivasa Reddy

M. Seetharama Prasad

DOI

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Abstract

One of the most recent techniques employed to estimate an optimal threshold of a gray level image for segmentation is ultrafuzzy measures. In this paper, we introduce relative fuzzy membership degree (RFMD) taking spatial correlation among the pixels in the image into account. We also propose a novel thresholding technique by combining two-dimensional histogram, which was determined by using the gray value of the pixels and the local average gray value of the pixels using ultrafuzziness and RFMD. Compared to fuzzy membership degree, RFMD of type-II fuzzy sets and ultrafuzzy measure is able to better segment critical gray level images. It was observed that the outcome is so encouraging in objective and subjective perspectives over the existing method for all varieties of images.

A New Method for Gray Level Image Thresholding Using Spatial Correlation Features and Ultrafuzzy Measure

Authors

Dr. CH.V.Narayana

E. Sreenivasa Reddy

M. Seetharama Prasad

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How to Cite

Prof E.Sreenivasa Reddy. 2013. “. Global Journal of Computer Science and Technology – F: Graphics & Vision GJCST-F Volume 12 (GJCST Volume 12 Issue F15): .

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

GJCST Volume 12 Issue F15
Pg. 33- 42

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Submission Received February 14, 2012
Accepted March 5, 2012
Published March 15, 2012

Keywords

relative gray value type-i fuzzy type-ii fuzzy ultra fuzziness

Article Matrices

Total Score: 108

Country: India

Subject: Global Journal of Computer Science and Technology - F: Graphics & Vision

Authors: Dr. CH.V.Narayana, E. Sreenivasa Reddy, M. Seetharama Prasad (PhD/Dr. count: 1)

View Count (all-time): 216

Total Views (Real + Logic): 9775

Total Downloads (simulated): 2476

Publish Date: 2013 01, Sat

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Total Views: 9775

Total Downloads: 2476

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