DocumentCode
3492315
Title
Fast vignetting correction and color matching for panoramic image stitching
Author
Doutre, Colin ; Nasiopoulos, Panos
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
709
Lastpage
712
Abstract
When images are stitched together to form a panorama there is often color mismatch between the source images due to vignetting and differences in exposure and white balance between images. In this paper a low complexity method is proposed to correct vignetting and differences in color between images, producing panoramas that look consistent across all source images. Unlike most previous methods which require complex non-linear optimization to solve for correction parameters, our method requires only linear regressions with a low number of parameters, resulting in a fast, computationally efficient method. Experimental results show the proposed method effectively removes vignetting effects and produces images that are highly visually consistent in color and brightness.
Keywords
image colour analysis; image matching; optimisation; regression analysis; color matching; complex nonlinear optimization; fast vignetting correction; linear regressions; panoramic image stitching; white balance; Brightness; Cameras; Color; Equations; Image registration; Layout; Linear regression; Optimization methods; Pixel; Polynomials; color correction; image stitching; panorama; vignetting;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414326
Filename
5414326
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