A5002739684- Image and Object Detection Techniques
- Advanced Vision and Imaging
- Image Enhancement Techniques
- Advanced Neural Network Applications
- Advanced Image Processing Techniques
- Industrial Vision Systems and Defect Detection
Jiangsu University
2022-2025
ABSTRACT The detection of defects on industrial surfaces is essential for guaranteeing the quality and safety products. Deep learning‐based object methods have demonstrated impressive efficacy in applications recent years. However, due to complex variable shape defects, similarity between background, large intra‐class differences, small inter‐class differences lead low classification accuracy, it a great challenge achieve accurate defect detection. To overcome these challenges, this research...
Recent stereo matching methods, especially end-to-end deep networks, have achieved remarkable performance in the fields of autonomous driving and depth sensing. However, state-of-the-art algorithms, even with neural network framework, still difficulties at finding correct correspondences near-range regions object edge cues. To reinforce precision disparity prediction, present study, we propose a parallax attention algorithm based on improved group-wise correlation to learn content from...