Proceedings of the 29th ACM International Conference on Multimedia 2021
DOI: 10.1145/3474085.3475475
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An Adaptive Iterative Inpainting Method with More Information Exploration

Abstract: The CNN-based image inpainting methods have achieved promising performance because of its outstanding semantic understanding and reasoning potentialities. However, previous works could not get satisfied results in some situations because information is not fully explored. In this paper, we propose a new method by combining three innovative ideas. First, to increase the diversity of the semantic information obtained by the network in image synthesis, we propose a multiple hidden space perceptual (MHSP) loss, wh… Show more

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