# MHAED-Net: a lightweight multiscale hybrid attention encoder-decoder network for the efficient segmentation of industrial forging images

> Research article (The Journal of Supercomputing, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4411143062](https://www.wikidata.org/wiki/openalex:W4411143062)  
**Source**: https://4ort.xyz/entity/mhaed-net-a-lightweight-multiscale-hybrid-attention-encoder-decoder-network-for-the-efficient-segmentation-of-industrial
