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School of Software, Northwestern Polytechnical University, Xi’an, 710129, China, Wenjie Liu and Yansha Deng are with the Department of Engineering, King’s College London, Strand, London WC2R 2LS, U.K. (e-mail: wenjie.liu@kcl.ac.uk; yansha.deng@kcl.ac.uk) (Corresponding author: Yansha Deng).Henk Wymeersch is with the Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden (e-mail: henkw@chalmers.se)
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An end-to-end direct document shadow removal network (DDSR-Net), where a 3-layer UNet++ as the backbone to extract features from diverse scales and integrates the multi-scale attention (MSA) blocks into each node to improve the performance of DDSR-Net.