The Comparison of the Edge Detection Methods in the  Determination of Yarn Hairiness through Image Processing

Abdurrahman TELLİ

doi:https://doi.org/10.32710/tekstilvekonfeksiyon.770366

Makale detayları

The Comparison of the Edge Detection Methods in the Determination of Yarn Hairiness through Image Processing

Yazarlar:

Abdurrahman TELLİ

Yayıncı:

Ege University

Ana Başlıklar:

Textiles

Dergi:

Textile and Apparel 2021 Vol.31 Issue 2, pp.91-98

Belge Tipi:

Makale

Yayın Tarihi:

6/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000650535

Sıklık:

Üç Aylık

eISSN:

2602-3075

pISSN:

1300-3356

DOI:

https://doi.org/10.32710/tekstilvekonfeksiyon.770366

Özet:

 

In this study, an image processing approach for the determination of yarn hairiness was presented. Yarn images taken under microscope were examined in MATLAB software. Seven different edge detection algorithms were used in order to separate the hairs from the yarn body accurately. Seven different textural properties of obtained yarn images were compared with Zweigle hairiness test results. The best hairiness results were obtained in Sobel and Prewitt edge detection methods. The findings have indicated that there were stronger correlation values for Sobel and Prewitt methods between Zweigle indices and four different textural features.

Makale detayları

The Comparison of the Edge Detection Methods in the Determination of Yarn Hairiness through Image Processing

Yazarlar: Abdurrahman TELLİ

Yayıncı: Ege University

Ana Başlıklar: Textiles

Dergi: Textile and Apparel 2021 Vol.31 Issue 2, pp.91-98

Belge Tipi: Makale

Yayın Tarihi: 6/2021

Belge Dili: İngilizce

Document ID (Org No.): 2000650535

Sıklık: Üç Aylık

eISSN: 2602-3075

pISSN: 1300-3356

DOI: https://doi.org/10.32710/tekstilvekonfeksiyon.770366

Sayı

Yazarlar:

Abdurrahman TELLİ

Yayıncı:

Ege University

Ana Başlıklar:

Textiles

Dergi:

Textile and Apparel 2021 Vol.31 Issue 2, pp.91-98

Belge Tipi:

Makale

Yayın Tarihi:

6/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000650535

Sıklık:

Üç Aylık

eISSN:

2602-3075

pISSN:

1300-3356

DOI:

https://doi.org/10.32710/tekstilvekonfeksiyon.770366