STRUCTURAL PARAMETER EXTRACTION OF WARP AND WEFT WOVEN FABRIC USING WAVELET-FUZZY METHOD AND GENETIC ALGORITHM

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

FASAHAT FORUZAN; PAYVANDY PEDRAM

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: SIGNAL AND DATA PROCESSING Year:2015 | Volume:- | Issue:4 (SERIAL 26) Page(s): 67-81

Download Full-Text

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Verion

View:

689

Download:

Cites:

Information Journal Paper

Title

STRUCTURAL PARAMETER EXTRACTION OF WARP AND WEFT WOVEN FABRIC USING WAVELET-FUZZY METHOD AND GENETIC ALGORITHM

Author(s)

FASAHAT FORUZAN | PAYVANDY PEDRAM | Issue Writer Certificate

Keywords

GENETIC ALGORITHMQ2

WAVELET TRANSFORMQ2

FUZZY C-MEANS (FCM) CLUSTERINGQ2

IMAGE PROCESSINGQ2

FABRIC IMAGEQ2

YARN LOCATIONQ2

Abstract

Flexibility of woven fabric structure has caused many errors in YARN LOCATION detection using customary methods of IMAGE PROCESSING. On this line, proposing an adaptive method with FABRIC IMAGE properties is concentrated to extract its parameters. In this regards, using meta-heuristic algorithms seems applicable to correspond extraction algorithm of structural parameters to the image conditions. In this study, a new method is proposed for woven FABRIC IMAGE preprocessing and structural texture detection applying compound methods of signal processing, fuzzy clustering and GENETIC ALGORITHM. Results indicate that proposed method is capable of detecting exact YARN LOCATION with mean precision of more than 73 percent in double-layered FABRIC IMAGEs with uneven color pattern. In one-layered FABRIC IMAGEs with low density weave and invariable color pattern, the mean precision is more than 84 percent.

Cites

No record.

References

No record.

Cite

APA: Copy

FASAHAT, FORUZAN, & PAYVANDY, PEDRAM. (2015). STRUCTURAL PARAMETER EXTRACTION OF WARP AND WEFT WOVEN FABRIC USING WAVELET-FUZZY METHOD AND GENETIC ALGORITHM. SIGNAL AND DATA PROCESSING, -(4 (SERIAL 26)), 67-81. SID. https://sid.ir/paper/160746/en

Vancouver: Copy

FASAHAT FORUZAN, PAYVANDY PEDRAM. STRUCTURAL PARAMETER EXTRACTION OF WARP AND WEFT WOVEN FABRIC USING WAVELET-FUZZY METHOD AND GENETIC ALGORITHM. SIGNAL AND DATA PROCESSING[Internet]. 2015;-(4 (SERIAL 26)):67-81. Available from: https://sid.ir/paper/160746/en

IEEE: Copy

FORUZAN FASAHAT, and PEDRAM PAYVANDY, “STRUCTURAL PARAMETER EXTRACTION OF WARP AND WEFT WOVEN FABRIC USING WAVELET-FUZZY METHOD AND GENETIC ALGORITHM,” SIGNAL AND DATA PROCESSING, vol. -, no. 4 (SERIAL 26), pp. 67–81, 2015, [Online]. Available: https://sid.ir/paper/160746/en

Related Journal Papers