Author

Bin Chen

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Open access Jul 2026

Enhancing low-light images with MSHCDI-Net: A multi-scale hybrid cross-domain interaction approach

The proposed MSHCDI-Net is a Multi-Scale Hybrid Cross-Domain Interaction Network that effectively integrates CNN and Transformer branches to jointly capture local texture details and global contextual relationships and achieves improved structural consistency and detail restoration in low-light scenes.

Bin Chen, Peitao Li, Chaobing Zheng et al. · PLoS ONE · 1 citation