# EMRA-Net: A Pixel-Wise Network Fusing Local and Global Features for Tiny and Low-Contrast Surface Defect Detection

> Research article (IEEE Transactions on Instrumentation and Measurement, 2022) · cited 71× · AI/ML

**Wikidata**: [openalex:W4213350031](https://www.wikidata.org/wiki/openalex:W4213350031)  
**Source**: https://4ort.xyz/entity/emra-net-a-pixel-wise-network-fusing-local-and-global-features-for-tiny-and-low-contrast-surface-defect-detection