# Lightweight transformer-driven multi-scale trapezoidal attention network for saliency detection

> Research article (Engineering Applications of Artificial Intelligence, 2025) · cited 48× · AI/ML

**Wikidata**: [openalex:W4410274499](https://www.wikidata.org/wiki/openalex:W4410274499)  
**Source**: https://4ort.xyz/entity/lightweight-transformer-driven-multi-scale-trapezoidal-attention-network-for-saliency-detection