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Dual-domain perception and cross-domain collaboration guidance network for image inpainting | Synapse
March 3, 2026
Dual-domain perception and cross-domain collaboration guidance network for image inpainting
LS
Lili Shen
RC
Ran Chen
YS
Ye Sun
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Key Points
Enhanced image inpainting significantly improves visual quality, demonstrating the potential of dual-domain approaches.
Results indicated a marked increase in perceptual accuracy, with up to 30% improvement in reconstructed images.
Analysis of algorithms tested across various images illustrates effective collaboration models.
This framework supports advancements in image processing, suggesting future applications in creative and technical fields.
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Cite This Study
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Shen et al. (Tue,) studied this question.
synapsesocial.com/papers/69a7603fc6e9836116a2ccaf
https://doi.org/https://doi.org/10.1007/s00530-025-02172-y