Publications by authors named "Yu-Sheng Zhai"
Sensors (Basel)
April 2023
Article Synopsis
- Detecting and classifying foreign fibers in cotton is crucial for ensuring the quality of yarn and textiles, particularly for white and transparent fibers.
- The current methods face challenges like missing small fibers, low recognition accuracy, and slow detection speeds, prompting the development of a new polarization imaging device and an enhanced detection algorithm based on YOLOv5.
- The improved YOLOv5 utilizes a streamlined feature extraction network, modifications for better feature mapping, and an attention module to increase accuracy, achieving significant performance improvements in fast and accurate fiber detection for production lines.
