Title :
Rapid image retargeting based on curve-edge grid representation
Author :
Ren, Tongwei ; Liu, Yan ; Wu, Gangshan
Author_Institution :
State Key Lab. for Novel Software Technol., Nanjing Univ., Nanjing, China
Abstract :
Image retargeting technique attracts more and more attention for convenient image display on mobile devices. However, current methods can´t well balance the retargeting efficiency and effectiveness, which limits their applications on the mobile devices with low computing ability. In this paper, we propose a novel image retargeting approach by combining uniform sampling and structure-aware curve-edge grid representation. We first decompose the original image into curve-edge grids by dynamic programming, and then generate the target image by uniformly sampling the pixels within the grids. The simplicity of retargeting procedure and sampling strategy enables our approach to easily achieve good computational efficiency. Furthermore, the constraint of curve-edge grid representation ensures important content emphasis and image structure preservation in the target image. Experiments on different images demonstrate the effectiveness and efficiency of our approach.
Keywords :
dynamic programming; edge detection; image representation; image sampling; dynamic programming; image decomposition; image structure preservation; rapid image retargeting; structure-aware curve-edge grid representation; uniform sampling; Computational efficiency; Dynamic programming; Image decomposition; Image edge detection; Mobile handsets; Optimization; Pixel; Image retargeting; curve-edge grid; structure-aware representation;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5654031