Visual Saliency Approaches for Defect Detection in Industrial Processes: A Short Review

M Porta - 2024 IEEE 29th International Conference on …, 2024 - ieeexplore.ieee.org
Finding defects during production is crucial in industrial manufacturing. While various
detection methods exist, this paper proposes a short review on techniques based on visual …

Fabric defect detection via saliency model based on adjacent context coordination and transformer

R Yang, N Guo, B Tian, J Wang… - Journal of Engineered …, 2024 - journals.sagepub.com
Fabric defect detection is a pivotal step in quality control in the textile manufacturing industry.
Due to the diversity and complexity of defects, manual visual inspection and traditional fabric …

Textile defect detection based on multi‐proportion spatial attention mechanism and channel memory feature fusion network

Y Ji, L Di - IET Image Processing, 2024 - Wiley Online Library
This paper presents a textile defect detection method that utilizes a multi‐proportion spatial
attention mechanism and channel memory feature fusion network by addressing the …