DocumentCode :
2897498
Title :
Improved seam carving for image resizing
Author :
Conge, D.D. ; Kumar, Mrityunjay ; Miller, Rodney L. ; Luo, Jiebo ; Radha, Hayder
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
fYear :
2010
fDate :
6-8 Oct. 2010
Firstpage :
345
Lastpage :
349
Abstract :
As displays become cheaper and are incorporated into more and more devices, there has been an increased focus on image resizing techniques to fill an image to an arbitrary screen size. Traditional methods such as cropping or resampling can introduce undesirable losses in information or distortion in perception. Recently, content-aware image retargeting methods have been proposed which produce exceptional results. In particular, seam carving, proposed by Avidan and Shamir, has gained attention as an effective solution. However, there are many cases where it can fail. In this paper we propose an improved seam carving algorithm which incorporates antialiasing and thresholding techniques. Experiments have demonstrated superior performance over the current seam carving methods.
Keywords :
antialiasing; content-based retrieval; dynamic programming; image segmentation; antialiasing technique; content-aware image retargeting method; dynamic programming; image resizing; improved seam carving; thresholding technique; Dynamic programming; Feature extraction; Image edge detection; Low pass filters; Media; Pixel; Videos; image resizing; image retargeting; seam carving;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (SIPS), 2010 IEEE Workshop on
Conference_Location :
San Francisco, CA
ISSN :
1520-6130
Print_ISBN :
978-1-4244-8932-9
Electronic_ISBN :
1520-6130
Type :
conf
DOI :
10.1109/SIPS.2010.5624813
Filename :
5624813
Link To Document :
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