Transfer Of Vignetting Effect From Paintings To Photographs

2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)(2017)

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摘要
This paper addresses the aesthetic enhancement of the vignetting effect in photographs to follow such effect organization in example paintings. The example painting is selected based on a comparison of the contextual geometry of the painting and the photograph. Then an algorithm is developed to transfer the lightness weighting extracted from an example painting to a photograph to create the painter-style vignetting effect. Experiments show that the proposed algorithm can successfully transfer the vignetting effect from an example painting to a photograph. Meanwhile, the vignetting effect is more naturally presented with regard to aesthetic composition comparing with popular software tools and camera models.
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关键词
Style transfer, Vignetting, Painting
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