...Hongwei Zhang; Shihao Wang; Hongmin Mi; Shuai Lu; Le Yao; Zhiqiang Ge Purpose The defect detection problem of color-patterned fabric is still a huge challenge due to the lack of manual defect labeling samples. Recently, many fabric defect detection algorithms based on feature engineering and deep...

...Zhoufeng Liu; Menghan Wang; Chunlei Li; Shumin Ding; Bicao Li Purpose The purpose of this paper is to focus on the design of a dual-branch balance saliency model based on fully convolutional network (FCN) for automatic fabric defect detection, and improve quality control in textile manufacturing...

...Pandia Rajan Jeyaraj; Edward Rajan Samuel Nadar Purpose The purpose of this paper is to focus on the design and development of computer-aided fabric defect detection and classification employing advanced learning algorithm. Design/methodology/approach To make a fast and effective...