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Segmentation method for foreign fibers in cotton based on improved simple linear iterative clustering algorithm and SVM

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Textile Research Journal

Published online on

Abstract

Textile Research Journal, Volume 96, Issue 9-10, Page 1023-1036, May 2026.
In response to the challenge of detecting small foreign fibers mixed in cotton during picking and transportation, a segmentation method for identifying foreign fibers in cotton based on superpixel features and a support vector machine (SVM) is proposed. ...