Fuzzy thresholding of color images using dempster-shafer theory

Fatih  Kurugollu; Ali Roula; A. Bouridane

doi:10.1109/ISSPA.2007.4555409

Fuzzy thresholding of color images using dempster-shafer theory

Fatih Kurugollu, Ali Roula, A. Bouridane

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad i gynhadledd › adolygiad gan gymheiriaid

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This paper is concerned with the development of a novel color image thresholding technique using fuzzy thresholding and Dempster-Shaferpsilas theory based fusion. The color bands of a given image are fuzzified by means of a fuzzy thresholding technique which uses an S-shape membership function and a linear index of fuzziness based fuzzy measure. The resulting fuzzy maps are used to determine the mass functions of the hypotheses representing the classes for each pixel. These hypotheses are then combined using the orthogonal sum rule of the Dempster-Shafer theory to compute the final threshold map. The results show that the proposed algorithm yields a superior performance to its counterpart methods which are based on crisp and fuzzy techniques.

Iaith wreiddiol	Saesneg
Teitl	IEEE International Symposium on Signal Processing and Its Applications
Is-deitl	9th IEEE International Symposium on Signal Processing and Its Applications, 2007
Cyhoeddwr	Institute of Electrical and Electronics Engineers
Tudalennau	1-4
Nifer y tudalennau	4
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1109/ISSPA.2007.4555409
Statws	Cyhoeddwyd - 2007

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10.1109/ISSPA.2007.4555409

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Kurugollu, F., Roula, A., & Bouridane, A. (2007). Fuzzy thresholding of color images using dempster-shafer theory. Yn IEEE International Symposium on Signal Processing and Its Applications: 9th IEEE International Symposium on Signal Processing and Its Applications, 2007 (tt. 1-4). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ISSPA.2007.4555409

@inproceedings{51acaeb030714a9b8e37c5e3041bef9f,

title = "Fuzzy thresholding of color images using dempster-shafer theory",

abstract = "This paper is concerned with the development of a novel color image thresholding technique using fuzzy thresholding and Dempster-Shaferpsilas theory based fusion. The color bands of a given image are fuzzified by means of a fuzzy thresholding technique which uses an S-shape membership function and a linear index of fuzziness based fuzzy measure. The resulting fuzzy maps are used to determine the mass functions of the hypotheses representing the classes for each pixel. These hypotheses are then combined using the orthogonal sum rule of the Dempster-Shafer theory to compute the final threshold map. The results show that the proposed algorithm yields a superior performance to its counterpart methods which are based on crisp and fuzzy techniques.",

author = "Fatih Kurugollu and Ali Roula and A. Bouridane",

year = "2007",

doi = "10.1109/ISSPA.2007.4555409",

language = "English",

pages = "1--4",

booktitle = "IEEE International Symposium on Signal Processing and Its Applications",

publisher = "Institute of Electrical and Electronics Engineers",

}

Kurugollu, F, Roula, A & Bouridane, A 2007, Fuzzy thresholding of color images using dempster-shafer theory. yn IEEE International Symposium on Signal Processing and Its Applications: 9th IEEE International Symposium on Signal Processing and Its Applications, 2007 . Institute of Electrical and Electronics Engineers, tt. 1-4. https://doi.org/10.1109/ISSPA.2007.4555409

Fuzzy thresholding of color images using dempster-shafer theory. / Kurugollu, Fatih; Roula, Ali; Bouridane, A.

IEEE International Symposium on Signal Processing and Its Applications: 9th IEEE International Symposium on Signal Processing and Its Applications, 2007 . Institute of Electrical and Electronics Engineers, 2007. t. 1-4.

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad i gynhadledd › adolygiad gan gymheiriaid

TY - GEN

T1 - Fuzzy thresholding of color images using dempster-shafer theory

AU - Kurugollu, Fatih

AU - Roula, Ali

AU - Bouridane, A.

PY - 2007

Y1 - 2007

N2 - This paper is concerned with the development of a novel color image thresholding technique using fuzzy thresholding and Dempster-Shaferpsilas theory based fusion. The color bands of a given image are fuzzified by means of a fuzzy thresholding technique which uses an S-shape membership function and a linear index of fuzziness based fuzzy measure. The resulting fuzzy maps are used to determine the mass functions of the hypotheses representing the classes for each pixel. These hypotheses are then combined using the orthogonal sum rule of the Dempster-Shafer theory to compute the final threshold map. The results show that the proposed algorithm yields a superior performance to its counterpart methods which are based on crisp and fuzzy techniques.

AB - This paper is concerned with the development of a novel color image thresholding technique using fuzzy thresholding and Dempster-Shaferpsilas theory based fusion. The color bands of a given image are fuzzified by means of a fuzzy thresholding technique which uses an S-shape membership function and a linear index of fuzziness based fuzzy measure. The resulting fuzzy maps are used to determine the mass functions of the hypotheses representing the classes for each pixel. These hypotheses are then combined using the orthogonal sum rule of the Dempster-Shafer theory to compute the final threshold map. The results show that the proposed algorithm yields a superior performance to its counterpart methods which are based on crisp and fuzzy techniques.

U2 - 10.1109/ISSPA.2007.4555409

DO - 10.1109/ISSPA.2007.4555409

M3 - Conference contribution

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EP - 4

BT - IEEE International Symposium on Signal Processing and Its Applications

PB - Institute of Electrical and Electronics Engineers

ER -

Fuzzy thresholding of color images using dempster-shafer theory

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