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Author

Yan Huang

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Conference Aug 2026

HiT: holistic-integration transformer network for efficient segmentation in endoscopic medical imaging

In recent years, accurate and efficient polyp segmentation has become essential for the early screening and diagnosis of gastrointestinal cancers, providing critical support for improving clinical outcomes. With the rapid advancement of hybrid Transformer-based methods, endoscopic polyp segmentation technology has achi...

Mingdu Zhang, Yan Huang, Yu Wang et al. · 0 citations
Aug 2026

Degradation-aware contrastive learning with frequency-spatial fusion: a two-stage framework for no-reference image quality assessment

A two-stage framework integrating degradation-aware self-supervised contrastive pre-training with frequency-spatial domain feature learning is proposed, offering a reliable solution for NR-IQA in real-world multimedia systems and advancing the alignment between computational quality assessment and human visual percepti...

Li-Tao Duan, Yan Huang, Yong Xu et al. · 0 citations

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