DocumentCode :
1423361
Title :
A content-aware image stitching algorithm for mobile multimedia devices
Author :
Kim, Hyo-Kak ; Lee, Kwang-Wook ; Jung, June-Young ; Jung, Seung-Won ; Ko, Sung-Jea
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Volume :
57
Issue :
4
fYear :
2011
fDate :
11/1/2011 12:00:00 AM
Firstpage :
1875
Lastpage :
1882
Abstract :
This paper presents a new image stitching algorithm for mobile multimedia devices. In general, the stitched image obtained by optimal seam finding can avoid the ghost effects but sometimes experience the unconformity of the image structure and color differences near the transition region between images. To solve these problems, the proposed algorithm adopts the seam carving/inserting operator and exploits an adaptive color blending algorithm. Experimental results show that the proposed algorithm can produce a stitched image without visible artifacts including the ghost effects, the unconformity of the structure, and the visible color differences. With respect to the visual quality of the stitched images, the proposed algorithm significantly outperforms simple conventional stitching algorithms and is comparable to the computationally demanding Poisson image editing algorithm1.
Keywords :
image colour analysis; image processing; mobile handsets; multimedia systems; stochastic processes; television interference; Poisson image editing algorithm; adaptive color blending algorithm; content-aware image stitching algorithm; ghost effect avoidance; image structure; mobile multimedia device; optimal seam finding; seam carving; transition region; visible artifact; visible color difference; visual quality; Histograms; Image color analysis; Minimization; Mobile communication; Mobile handsets; Multimedia communication; Vectors; content-aware image stitching; image blending; optimal seam; seam carving; seam inserting.;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/TCE.2011.6131166
Filename :
6131166
Link To Document :
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