Hash-Guided Adaptive Matching and Progressive Multi-Scale Aggregation for Reference-Based Image Super-Resolution

Hash-Guided Adaptive Matching and Progressive Multi-Scale Aggregation for Reference-Based Image Super-Resolution

Reference-based super-resolution (RefSR) enhances the detail restoration capability of low-resolution images (LR) by utilizing the details and texture information of external reference images (Ref). This study proposes a RefSR method based on hash adaptive matching and progressive multi-scale dynami...

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Bibliographic Details
Main Authors: Lin Wang, Jiaqi Zhang, Huan Kang, Haonan Su, Minghua Zhao
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
super-resolution hash adaptive matching
dynamic aggregation
Online Access:https://www.mdpi.com/2076-3417/15/12/6821
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