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題名 Image stylization using anisotropic reaction diffusion
作者 Chi, Ming-Te;Liu, Wei-Ching;Hsu, Shu-Hsuan
紀明德
貢獻者 資科系
關鍵詞 Non-photorealistic rendering;Image stylization;Reaction diffusion;Pattern generation
日期 2016
上傳時間 11-Apr-2016 14:39:12 (UTC+8)
摘要 Image stylization refers to the process of converting input images to a specific representation that enhances image content using several designed patterns. The critical steps to a successful image stylization are the design of patterns and arrangements. However, only skilled artists master such tasks because these tasks are challenging for most users. In this paper, a novel image stylization system based on anisotropic reaction diffusion is proposed to facilitate pattern generation and stylized image design. The system begins with self-organized patterns generated by reaction diffusion. To extend the style of reaction diffusion, the proposed method involves using a set of modifications of anisotropic diffusion to deform shape and introducing a flow field to guide pattern arrangement. A pattern picker is proposed to facilitate the pattern selection from these modifications. In the post-process step, a new thresholding and color mapping method is introduced to refine the sizes, densities, and colors of patterns. From the experimental results and a user study, several image stylizations, including paper-cut, stylized halftone, and motion illusion, are generated using our method, demonstrating the feasibility and flexibility of the proposed system.
關聯 The Visual Computer, 32(12), 1549-1561
資料類型 article
DOI http://dx.doi.org/10.1007/s00371-015-1139-2
dc.contributor 資科系-
dc.creator (作者) Chi, Ming-Te;Liu, Wei-Ching;Hsu, Shu-Hsuan-
dc.creator (作者) 紀明德-
dc.date (日期) 2016-
dc.date.accessioned 11-Apr-2016 14:39:12 (UTC+8)-
dc.date.available 11-Apr-2016 14:39:12 (UTC+8)-
dc.date.issued (上傳時間) 11-Apr-2016 14:39:12 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/84102-
dc.description.abstract (摘要) Image stylization refers to the process of converting input images to a specific representation that enhances image content using several designed patterns. The critical steps to a successful image stylization are the design of patterns and arrangements. However, only skilled artists master such tasks because these tasks are challenging for most users. In this paper, a novel image stylization system based on anisotropic reaction diffusion is proposed to facilitate pattern generation and stylized image design. The system begins with self-organized patterns generated by reaction diffusion. To extend the style of reaction diffusion, the proposed method involves using a set of modifications of anisotropic diffusion to deform shape and introducing a flow field to guide pattern arrangement. A pattern picker is proposed to facilitate the pattern selection from these modifications. In the post-process step, a new thresholding and color mapping method is introduced to refine the sizes, densities, and colors of patterns. From the experimental results and a user study, several image stylizations, including paper-cut, stylized halftone, and motion illusion, are generated using our method, demonstrating the feasibility and flexibility of the proposed system.-
dc.format.extent 6596604 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) The Visual Computer, 32(12), 1549-1561-
dc.subject (關鍵詞) Non-photorealistic rendering;Image stylization;Reaction diffusion;Pattern generation-
dc.title (題名) Image stylization using anisotropic reaction diffusion-
dc.type (資料類型) article-
dc.identifier.doi (DOI) 10.1007/s00371-015-1139-2-
dc.doi.uri (DOI) http://dx.doi.org/10.1007/s00371-015-1139-2-