Title :
Interpretation of urine dipstick results based on color similarity using linear interpolation curve fitting
Author :
Shanty, Ratna Nur Tiara ; Hari Ginardi, R.V. ; Sarno, Riyanarto
Author_Institution :
Inf. Dept., Inst. Teknol. Sepuluh Nopember, Surabaya, Indonesia
Abstract :
Automation of urine dipstick reagent results interpretation is influenced by color space selection and the method to determine color similarity between a tested color and the target color chart. Color similarity among colors can be evaluated by calculating their Euclidean distance in a color space; however it only calculates the distances between a tested color and a series of target color in a color chart, producing a stepwise quantification. It is not suitable if a value between two target colors should be estimated, producing a smoother quantification. This research enhances the method for urine dipstick color interpretation. A stepwise linear interpolation algorithm in CIELAB color space is used. It produces smoother quantification and a possibility to verify whether the tested reagent is belong to the certain color chart or not. A formula resulted from our algorithm can be easily implemented for interpreting the score of the tested reagent. The result of this automation method is evaluated by comparing the result with a visual interpretation and color interpretation by using Euclidean distance only. The result shows a promising method in an automation process for dipstick urinalysis.
Keywords :
data analysis; image colour analysis; interpolation; medical image processing; quantisation (signal); CIELAB color space; Euclidean distance calculation; chemical composition determination; color interpretation; color similarity determination; color space selection; diagnostic method; linear interpolation curve fitting algorithm; smoother quantification; target color chart; urine dipstick reagent results interpretation; visual interpretation; Automation; Color; Curve fitting; Image color analysis; Interpolation; Mathematical model; Sugar; Color Similarity; Color Space; Linear Interpolation Curve Fitting; Urinalysis;
Conference_Titel :
Computational Intelligence and Cybernetics (CYBERNETICSCOM), 2013 IEEE International Conference on
Conference_Location :
Yogyakarta
DOI :
10.1109/CyberneticsCom.2013.6865777