Image Retargeting by Texture-Aware Synthesis

doi:10.1109/TVCG.2015.2440255

	Image Retargeting by Texture-Aware Synthesis
	Dong, Weiming1 ; Wu, Fuzhang 1; Kong, Yan1 ; Mei, Xing1 ; Lee, Tong-Yee 2; Zhang, Xiaopeng1
发表期刊	IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
	2016-02-01
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
DOI	10.1109/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	被引频次：25[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/173211/10659
专题	多模态人工智能系统全国重点实验室_多媒体计算
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
第一作者单位	模式识别国家重点实验室
推荐引用方式 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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