# DeepU-Net: A Parallel Dual-Branch Model for Deeply Fusing Multiscale Features for Road Extraction From High-Resolution Remote Sensing Images

> Research article (IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025) · cited 31× · AI/ML

**Wikidata**: [openalex:W4408970908](https://www.wikidata.org/wiki/openalex:W4408970908)  
**Source**: https://4ort.xyz/entity/deepu-net-a-parallel-dual-branch-model-for-deeply-fusing-multiscale-features-for-road-extraction-from-high-resolution-re