Feature-aware natural texture synthesis
Wu, Fuzhang1; Dong, Weiming1; Kong, Yan1; Mei, Xing1; Yan, Dong-Ming1,2; Zhang, Xiaopeng1; Paul, Jean-Claude3
2016
发表期刊VISUAL COMPUTER
卷号32期号:1页码:43-55
文章类型Article
摘要This article presents a framework for natural texture synthesis and processing. This framework is motivated by the observation that given examples captured in natural scene, texture synthesis addresses a critical problem, namely, that synthesis quality can be affected adversely if the texture elements in an example display spatially varied patterns, such as perspective distortion, the composition of different sub-textures, and variations in global color pattern as a result of complex illumination. This issue is common in natural textures and is a fundamental challenge for previously developed methods. Thus, we address it from a feature point of view and propose a feature-aware approach to synthesize natural textures. The synthesis process is guided by a feature map that represents the visual characteristics of the input texture. Moreover, we present a novel adaptive initialization algorithm that can effectively avoid the repeat and verbatim copying artifacts. Our approach improves texture synthesis in many images that cannot be handled effectively with traditional technologies.
关键词Texture Synthesis Texture Feature Analysis Composite Texture Feature-aware Synthesis
WOS标题词Science & Technology ; Technology
DOI10.1007/s00371-014-1054-y
关键词[WOS]IMAGE ; SEGMENTATION
收录类别SCI
语种英语
项目资助者National Natural Science Foundation of China(61172104 ; 61271430 ; 61201402 ; 61372184 ; 61372168 ; 61331018)
WOS研究方向Computer Science
WOS类目Computer Science, Software Engineering
WOS记录号WOS:000371666800005
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/11087
专题模式识别国家重点实验室_多媒体计算与图形学
作者单位1.Chinese Acad Sci, Inst Automat, LIAMA NLPR, Beijing, Peoples R China
2.King Abdullah Univ Sci & Technol, Visual Comp Ctr, Thuwal, Saudi Arabia
3.INRIA, Project CAD, Paris, France
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GB/T 7714
Wu, Fuzhang,Dong, Weiming,Kong, Yan,et al. Feature-aware natural texture synthesis[J]. VISUAL COMPUTER,2016,32(1):43-55.
APA Wu, Fuzhang.,Dong, Weiming.,Kong, Yan.,Mei, Xing.,Yan, Dong-Ming.,...&Paul, Jean-Claude.(2016).Feature-aware natural texture synthesis.VISUAL COMPUTER,32(1),43-55.
MLA Wu, Fuzhang,et al."Feature-aware natural texture synthesis".VISUAL COMPUTER 32.1(2016):43-55.
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