# Modeling optical imaging pipeline and learning contrastive-based representation for hybrid-corrupted image restoration

> Research article (Multimedia Systems, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4410357030](https://www.wikidata.org/wiki/openalex:W4410357030)  
**Source**: https://4ort.xyz/entity/modeling-optical-imaging-pipeline-and-learning-contrastive-based-representation-for-hybrid-corrupted-image-restoration