Title :
Reflectance Measurement System for Skin Color Modeling in Chromaticity Color Space
Author :
Kramberger, Iztok
Author_Institution :
Lab. for Digital & Inf. Syst., Univ. of Maribor, Maribor, Slovenia
Abstract :
Experimental skin reflectance measurement setup is presented to acquire skin color signals under different illuminant conditions directly by an image sensor. To obtain stimulus of varying illuminant conditions an adjustable RGB light source is used. Skin color modeling is an important step for efficient skin color image segmentation, which plays an important role when defining regions of interest in image sequence for a successful hand tracking and gesture recognition within spatially defined vision based interaction. To improve detection accuracy of pixel based skin color segmentation a parametric skin color model can be used, which is able to adapt different illuminant conditions. Therefore skin reflectance under different illuminants plays an important role to obtain such a model. Experimental results of hand skin reflectance measurements within chromaticity space are shown.
Keywords :
image colour analysis; image segmentation; light sources; reflectivity; skin; RGB light source; chromaticity color space; image sensor; image sequence; parametric skin color model; reflectance measurement system; skin color image segmentation; skin color modeling; skin color signals; skin reflectance measurements; Color; Computer vision; Electric variables measurement; Extraterrestrial measurements; Feature extraction; Image segmentation; Image sensors; Reflectivity; Skin; Streaming media;
Conference_Titel :
Systems, Signals and Image Processing, 2009. IWSSIP 2009. 16th International Conference on
Conference_Location :
Chalkida
Print_ISBN :
978-1-4244-4530-1
Electronic_ISBN :
978-1-4244-4530-1
DOI :
10.1109/IWSSIP.2009.5367766