A Shape-Preserving Approach to Image Resizing

被引:191
作者
Zhang, Guo-Xin [1 ]
Cheng, Ming-Ming [1 ]
Hu, Shi-Min [1 ]
Martin, Ralph R. [2 ]
机构
[1] Tsinghua Univ, Dept Comp Sci & Technol, Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
[2] Cardiff Univ, Sch Comp Sci, Cardiff, S Glam, Wales
基金
国家高技术研究发展计划(863计划); 英国工程与自然科学研究理事会;
关键词
VISUAL-ATTENTION; MODEL; MAPS;
D O I
10.1111/j.1467-8659.2009.01568.x
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present a novel image resizing method which attempts to ensure that important local regions undergo a geometric similarity transformation, and at the same time, to preserve image edge structure. To accomplish this, we define handles to describe both local regions and image edges, and assign a weight for each handle based on an importance map for the source image. Inspired by conformal energy, which is widely used in geometry processing, we construct a novel quadratic distortion energy to measure the shape distortion for each handle. The resizing result is obtained by minimizing the weighted sum of the quadratic distortion energies of all handles. Compared to previous methods, our method allows distortion to be diffused better in all directions, and important image edges are well-preserved. The method is efficient, and offers a closed form solution.
引用
收藏
页码:1897 / 1906
页数:10
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