DocumentCode :
3197182
Title :
Fast retargeting with adaptive grid optimization
Author :
Li, Bing ; Chen, Yiming ; Wang, Jinqiao ; Duan, Ling-Yu ; Gao, Wen
Author_Institution :
Inst. of Comput. Technol., Chinese Acad. of Sci., Beijing, China
fYear :
2011
fDate :
11-15 July 2011
Firstpage :
1
Lastpage :
4
Abstract :
Effective and efficient retargeting techniques may enrich users´ browsing experiences in mobile devices. Existing mesh-based retargeting solutions put less efforts in making well-tuned meshes. In this paper, we propose a novel adaptive grid based optimization method to retarget an image. First, we present an entropy based measure to guide the grid construction. Then we employ the quadtree structure to adjust the grid granularity adaptively. Furthermore, to reduce the inappropriate deformation from inconsistent importance assignment, we build a global optimization model to alleviate serious shape deformation in retargeting. Comparison experiments show our method´s superiority over the state-of-the-art approaches.
Keywords :
entropy; image representation; quadtrees; adaptive grid based optimization method; entropy based measure; global optimization model; image retargetting; mesh-based retargeting solutions; mobile devices; quadtree structure; retargeting techniques; shape deformation alleviation; user browsing experiences; Adaptation models; Distortion measurement; Entropy; Image resolution; Nonlinear distortion; Optimization; Videos; adaptive grid; image retargeting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona
ISSN :
1945-7871
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
Type :
conf
DOI :
10.1109/ICME.2011.6012050
Filename :
6012050
Link To Document :
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