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Image Retargeting by Texture-Aware Synthesis
Dong, Weiming1; Wu, Fuzhang1; Kong, Yan1; Mei, Xing1; Lee, Tong-Yee2; Zhang, Xiaopeng1
AbstractReal-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.
KeywordNatural Image Texture Detection Texture-based Significance Map Texture-aware Synthesis
WOS HeadingsScience & Technology ; Technology
Indexed BySCI
Funding OrganizationNational 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 Research AreaComputer Science
WOS SubjectComputer Science, Software Engineering
WOS IDWOS:000367721100006
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Cited Times:25[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Affiliation1.Chinese Acad Sci, Inst Automat, NLPR LIAMA, Beijing, Peoples R China
2.Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 701, Taiwan
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
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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