CASIA OpenIR  > 模式识别国家重点实验室  > 多媒体计算与图形学
Image Retargeting by Texture-Aware Synthesis
Dong, Weiming1; Wu, Fuzhang1; Kong, Yan1; Mei, Xing1; Lee, Tong-Yee2; Zhang, Xiaopeng1
Source PublicationIEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
2016-02-01
Volume22Issue:2Pages:1088-1101
SubtypeArticle
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
DOI10.1109/TVCG.2015.2440255
WOS KeywordSALIENCY DETECTION ; OPTIMIZATION
Indexed BySCI
Language英语
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
Citation statistics
Cited Times:10[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/10659
Collection模式识别国家重点实验室_多媒体计算与图形学
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
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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