Jia-Min Liu

Relative Position Encoding-Enhanced Vision Transformer for Image-Level Defect Classification in Manufacturing Textured-Surface Inspection

The ViT-RPE method provides a compact image-level pre-screening solution for automated product inspection in manufacturing lines, especially where repetitive texture, material appearance consistency, and rapid quality sorting are required.