Title :
pH Levels Classification by Color Quantization on a Camera Phone
Author :
Vuong, N.K. ; Chan, S. ; Lau, C.T.
Author_Institution :
Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In this paper, we present a mobile healthcare application that applies color quantization technique in analysis of color images taken by a camera phone to automate pH classification of medical tests. Experimental results and comparative study have demonstrated the advantages of this new approach in terms of efficiency, accuracy, and robustness over the solution developed earlier based on edge detectors.
Keywords :
cameras; health care; image colour analysis; medical image processing; mobile handsets; pH measurement; camera phone; color image analysis; color quantization; edge detectors; medical tests; mobile healthcare application; pH level classification; Cameras; Image analysis; Image color analysis; Image edge detection; Image processing; Medical services; Pixel; Quantization; Strips; Testing; Color Quantization; Mobile Healthcare; pH Test;
Conference_Titel :
Communications and Mobile Computing (CMC), 2010 International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-6327-5
Electronic_ISBN :
978-1-4244-6328-2
DOI :
10.1109/CMC.2010.322