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A Content-Aware Image Stitching Algorithm for Mobile Multimedia Devices

delete2011-11-01
delete17
PRE
AI
H
Hyo-Kak Kim *
K
Kwang-Wook Lee
J
June-Young Jung
S
Seung‐Won Jung
S
Sung-Jea Ko
DOI:10.1109/TCE.2011.6131166delete
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Abstract

Abstract

En 中文
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 algorithm(1).
Keywords:
content-aware image stitching
image blending
optimal seam
seam carving
seam inserting

Journal

IEEE Transactions on Consumer Electronics cover
IEEE Transactions on Consumer Electronics
IF:
10.9
Papers:
5.1K
Citations:
6.8K

Organization

K
Korea University
Scholars:
3.6W
Papers: 3.8W
Citations: 4.4W