Author

Chao Ding

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Open access Sep 2026

Asymmetric CNN–ViT Residual Fusion for Industrial Surface Defect Detection

Industrial surface inspection must localize defects when annotated data are limited. We present Asymmetric CNN–ViT Residual Fusion (ACVRF), in which a convolutional neural network (CNN) generates proposals and primary region-of-interest features, while a Vision Transformer (ViT) supplies a residual with a bounded mixin...

Chao Ding, Kun Zou, Yu Zhong et al. · Engineer · 0 citations