Title :
A medical image color correction method base on supervised color constancy
Author :
Xu, Jiatuo ; Tu, Liping ; Zhang, Zhifeng ; Qiu, Xipeng
Author_Institution :
Shanghai Univ. of Traditional Chinese Med., Shanghai
Abstract :
Objective: This paper aims to establish an acquisition and analysis method for medical image in the indoor natural light conditions; Method: According to the color characteristics of the medical image and the constancy of supervised color, we make the color codes which are used for a* b* value correction, and gray codes which are used for L* value correction. Then, we carry on topological subdivision to the one-dimensional L* space and the two-dimensional a*b* space respectively. We establish the mapping function ldquodecomposition-projection-restorationrdquo, and ran the linear mapping to the one-dimensional L* space and triangle mapping to the two-dimensional a*b* space. We correct the 198 color blocks in 22 pictures. Result: Compared with the standard value, DeltaL*, DeltaC*, DeltaE decreased significantly (P<0.01), imagepsilas color difference is reduced, color saturation and the value is closer to standard value. Conclusion: TRM(topology resolve-map model) method can significantly adjust the color error of tongue images under the indoor natural light condition and easy to use, and has a good performance of color correction. It is feasible to apply this method to the color correction of the medical images.
Keywords :
Gray codes; image colour analysis; image restoration; medical image processing; L* value correction; a* b* value correction; color saturation; decomposition-projection-restoration; gray codes; indoor natural light condition; mapping function; medical image color correction method; supervised color constancy; topology resolve-map model method; Biomedical imaging; Computer vision; Humans; Image analysis; Image color analysis; Image restoration; Layout; Neural networks; Stability analysis; Tongue;
Conference_Titel :
IT in Medicine and Education, 2008. ITME 2008. IEEE International Symposium on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-3616-3
Electronic_ISBN :
978-1-4244-2511-2
DOI :
10.1109/ITME.2008.4743951