Parallel textured image segmentation using fuzzy set

Jia You; C. Z. Sun; W. P. Zhu

Parallel textured image segmentation using fuzzy set

Jia You, C. Z. Sun, W. P. Zhu

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

Abstract

This paper presents an approach to texture segmentation by thresholding based on compactness measures of fuzzy sets to determine thresholds of an ill-defined image. The extension of fuzziness in the texture feature space provides more meaningful results than by considering fuzziness in gray scale domain. The effectiveness of the algorithm is demonstrated by comparison with other traditional non-fuzzy methods or the controversial fuzzy method in gray scale alone. In addition, the efficiency of our algorithm is further improved by parallel implementation using distributed shared memory workstations.

Original language	English
Title of host publication	International Conference on Signal Processing Proceedings, ICSP
Pages	1219-1222
Number of pages	4
Publication status	Published - 1 Dec 1996
Externally published	Yes
Event	Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2) - Beijing, China Duration: 14 Oct 1996 → 18 Oct 1996

Conference

Conference	Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2)
Country/Territory	China
City	Beijing
Period	14/10/96 → 18/10/96

ASJC Scopus subject areas

Signal Processing

Cite this

@inproceedings{2c9c172b2c054ca4ac3ed7e3b4eb1cb8,

title = "Parallel textured image segmentation using fuzzy set",

abstract = "This paper presents an approach to texture segmentation by thresholding based on compactness measures of fuzzy sets to determine thresholds of an ill-defined image. The extension of fuzziness in the texture feature space provides more meaningful results than by considering fuzziness in gray scale domain. The effectiveness of the algorithm is demonstrated by comparison with other traditional non-fuzzy methods or the controversial fuzzy method in gray scale alone. In addition, the efficiency of our algorithm is further improved by parallel implementation using distributed shared memory workstations.",

author = "Jia You and Sun, {C. Z.} and Zhu, {W. P.}",

year = "1996",

month = dec,

day = "1",

language = "English",

pages = "1219--1222",

booktitle = "International Conference on Signal Processing Proceedings, ICSP",

note = "Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2) ; Conference date: 14-10-1996 Through 18-10-1996",

}

TY - GEN

T1 - Parallel textured image segmentation using fuzzy set

AU - You, Jia

AU - Sun, C. Z.

AU - Zhu, W. P.

PY - 1996/12/1

Y1 - 1996/12/1

N2 - This paper presents an approach to texture segmentation by thresholding based on compactness measures of fuzzy sets to determine thresholds of an ill-defined image. The extension of fuzziness in the texture feature space provides more meaningful results than by considering fuzziness in gray scale domain. The effectiveness of the algorithm is demonstrated by comparison with other traditional non-fuzzy methods or the controversial fuzzy method in gray scale alone. In addition, the efficiency of our algorithm is further improved by parallel implementation using distributed shared memory workstations.

AB - This paper presents an approach to texture segmentation by thresholding based on compactness measures of fuzzy sets to determine thresholds of an ill-defined image. The extension of fuzziness in the texture feature space provides more meaningful results than by considering fuzziness in gray scale domain. The effectiveness of the algorithm is demonstrated by comparison with other traditional non-fuzzy methods or the controversial fuzzy method in gray scale alone. In addition, the efficiency of our algorithm is further improved by parallel implementation using distributed shared memory workstations.

UR - http://www.scopus.com/inward/record.url?scp=0030403551&partnerID=8YFLogxK

M3 - Conference article published in proceeding or book

SP - 1219

EP - 1222

BT - International Conference on Signal Processing Proceedings, ICSP

T2 - Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2)

Y2 - 14 October 1996 through 18 October 1996

ER -

Parallel textured image segmentation using fuzzy set

Abstract

Conference

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this