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- Title
基于相对总变差模型与 MSER 的织物毛球等级评价.
- Authors
杜林涛; 李鹏飞; 顾德
- Abstract
Aiming at the problems of being subjective and inefficient in evaluation of fabric pilling grades, an evaluation method of fabric pilling grades based on relative total variation model and MSER (Maximally Stable Extremal Regions) is proposed. Firstly, the fabric pilling images are pretreated to eliminate the influence of uneven illumination and enhance the information of pilling. Secondly, the relative total variation model is used to suppress the texture information of the pilling images, MSER is used to segment the pilling regions, and then morphological operation is used to process the regions. Finally, the ratio of the total area of the pills to the image area is calculated as the pilling grades evaluation parameters, and the evaluation standard is established to realize the objective evaluation of the grades. The experimental results show that this method can effectively evaluate the fabric pilling grades, which can meet the actual industrial needs.
- Subjects
PILLS; EVALUATION methodology; TEXTILES; LIGHTING; MATERIALS texture; IMAGE encryption
- Publication
Basic Sciences Journal of Textile Universities / Fangzhi Gaoxiao Jichu Kexue Xuebao, 2019, Vol 32, Issue 3, p282
- ISSN
1006-8341
- Publication type
Article
- DOI
10.13338/j.issn.1006-8341.2019.03.009