Title :
Color calibration for a dermatological video camera system
Author :
Grana, C. ; Pellacani, G. ; Seidenari, S. ; Cucchiara, R.
Author_Institution :
Modena Univ., Italy
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;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334649