MUNet: A lightweight Mamba-based Under-Display Camera restoration network

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Wenxin Wang, Boyun Li, Wanli Liu, Xi Peng, Yuanbiao Gou

Published: 01 Jan 2025, Last Modified: 26 Sept 2025Image Vis. Comput. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The first Mamba-based lightweight model for under-display camera image restoration.•Modules capture long-range dependencies while preserving spatial locality in images.•State-of-the-art performance on lightweight under-display camera restoration.