Image Retargeting by Texture-Aware Synthesis
Dong, Weiming1; Wu, Fuzhang1; Kong, Yan1; Mei, Xing1; Lee, Tong-Yee2; Zhang, Xiaopeng1
2016-02-01
发表期刊IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
卷号22期号:2页码:1088-1101
文章类型Article
摘要Real-world images usually contain vivid contents and rich textural details, which will complicate the manipulation on them. In this paper, we design a new framework based on exampled-based texture synthesis to enhance content-aware image retargeting. By detecting the textural regions in an image, the textural image content can be synthesized rather than simply distorted or cropped. This method enables the manipulation of textural & non-textural regions with different strategies since they have different natures. We propose to retarget the textural regions by example-based synthesis and non-textural regions by fast multi-operator. To achieve practical retargeting applications for general images, we develop an automatic and fast texture detection method that can detect multiple disjoint textural regions. We adjust the saliency of the image according to the features of the textural regions. To validate the proposed method, comparisons with state-of-the-art image retargeting techniques and a user study were conducted. Convincing visual results are shown to demonstrate the effectiveness of the proposed method.
关键词Natural Image Texture Detection Texture-based Significance Map Texture-aware Synthesis
WOS标题词Science & Technology ; Technology
DOI10.1109/TVCG.2015.2440255
关键词[WOS]SALIENCY DETECTION ; OPTIMIZATION
收录类别SCI
语种英语
项目资助者National Natural Science Foundation of China(61172104 ; CASIA-Tencent BestImage joint research project ; Ministry of Science and Technology, Taiwan(MOST-103-2221-E-006-106-MY3) ; 61271430 ; 61201402 ; 61372184 ; 61372168 ; 61331018)
WOS研究方向Computer Science
WOS类目Computer Science, Software Engineering
WOS记录号WOS:000367721100006
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/10659
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, NLPR LIAMA, Beijing, Peoples R China
2.Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 701, Taiwan
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GB/T 7714
Dong, Weiming,Wu, Fuzhang,Kong, Yan,et al. Image Retargeting by Texture-Aware Synthesis[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,2016,22(2):1088-1101.
APA Dong, Weiming,Wu, Fuzhang,Kong, Yan,Mei, Xing,Lee, Tong-Yee,&Zhang, Xiaopeng.(2016).Image Retargeting by Texture-Aware Synthesis.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,22(2),1088-1101.
MLA Dong, Weiming,et al."Image Retargeting by Texture-Aware Synthesis".IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 22.2(2016):1088-1101.
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