Image Retargeting by Texture-Aware Synthesis

被引:26
|
作者
Dong, Weiming [1 ]
Wu, Fuzhang [1 ]
Kong, Yan [1 ]
Mei, Xing [1 ]
Lee, Tong-Yee [2 ]
Zhang, Xiaopeng [1 ]
机构
[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
基金
中国国家自然科学基金;
关键词
Natural image; texture detection; texture-based significance map; texture-aware synthesis;
D O I
10.1109/TVCG.2015.2440255
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
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.
引用
收藏
页码:1088 / 1101
页数:14
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