DocumentCode :
2154476
Title :
Seam merging for image resizing with structure preservation
Author :
Mishiba, Kazu ; Ikehara, Masaaki
Author_Institution :
Dept. of Electron. & Electr. Eng., Keio Univ., Yokohama, Japan
fYear :
2011
fDate :
22-27 May 2011
Firstpage :
1001
Lastpage :
1004
Abstract :
In image resizing process, preserving structure on an image is important to produce plausible results. We proposed seam merging, a seam-carving-based image resizing method, and a new energy criterion for structure preservation. Seam merging reduces the size of an image by merging a two-pixel-width seam into a one-pixel width seam. To find the optimal seam that minimizes structural distortion after merging, we introduce an energy function which has a large value when the merging breaks the structure. We further show the way to find the optimal seam using dynamic programming. Experimental results demonstrate that our proposal algorithm can produce fewer artifacts and successfully preserve structure.
Keywords :
dynamic programming; image reconstruction; dynamic programming; energy function; one-pixel width seam; optimal seam merging; seam carving-based image resizing method; structural distortion; structure preservation; two-pixel width seam; Context; Dynamic programming; History; Image edge detection; Merging; Pixel; Proposals; image resizing; seam carving; structure preserving;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
ISSN :
1520-6149
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2011.5946575
Filename :
5946575
Link To Document :
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