DocumentCode
3442454
Title
Color calibration for a dermatological video camera system
Author
Grana, C. ; Pellacani, G. ; Seidenari, S. ; Cucchiara, R.
Author_Institution
Modena Univ., Italy
Volume
3
fYear
2004
fDate
23-26 Aug. 2004
Firstpage
798
Abstract
In this work, we describe a technique to calibrate images for skin analysis in dermatology. Using a common reference we correct non-uniform illumination effects, give an estimation of the gamma correction and produce a XYZ conversion matrix. The final result is then reverted to a non standard RGB color space, built from the instrument images. In this way different instruments behave uniformly allowing colorimetric characterization, while improving the results of common algorithms. The proposed techniques should be the initial support for a distributed framework where dermatological images can be consistently compared.
Keywords
calibration; estimation theory; image colour analysis; matrix algebra; medical image processing; skin; video signal processing; XYZ conversion matrix; color calibration; dermatological images; dermatological video camera system; gamma estimation; instrument images; nonstandard RGB color space; skin analysis; Calibration; Cameras; Degradation; Image analysis; Image color analysis; Image converters; Image segmentation; Instruments; Lighting; Skin;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-2128-2
Type
conf
DOI
10.1109/ICPR.2004.1334649
Filename
1334649
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