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The essence and applications of machine vision inspection for textile industry: a review
Author
Chuqiao Xu; Linchen Xu; Kai Luo; Jitao Zhang; Adilanmu Sitahong; Ming Yang; Chengjun Zhang
Journal Title
The Journal of The Textile Institute
Publication Year
2024
Topics
Summary
Machine vision inspection plays a vital role in the digital transformation and intelligent upgrading of the textile industry, widely used for quality control, process monitoring, and consumer personalized fitting. This paper presents a systematic review of machine vision inspection technology in the textile industry, covering key technologies like image acquisition, preprocessing, feature extraction, and object detection, as well as applications across the entire textile industry chain.
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