Title :
Illumination Invariant Color Model for Image Matching and Object Recognition
Author :
Ng, Hui-Fuang ; Chu, Yen-Wei
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Asia Univ., Wufeng
Abstract :
In this paper we present a new illumination invariant color model for image matching and object recognition. The color model is defined as the ratios of the color differences between neighboring pixels for each color component. Based on the dichromatic reflection color model, it is shown that the proposed color model is invariant to lighting geometry, illumination color, specularity, and diffuse lighting. Experimental results show robust image matching and recognition of using the new color model on objects that are illuminated under different illumination colors and lighting geometry.
Keywords :
image colour analysis; image matching; object recognition; dichromatic reflection color model; illumination invariant color model; image matching; lighting geometry; object recognition; Asia; Fresnel reflection; Geometry; Histograms; Image matching; Lighting; Object recognition; Optical reflection; Robustness; Solid modeling; color model; illumination invariant; image matching; object recognition;
Conference_Titel :
Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-3382-7
DOI :
10.1109/ISDA.2008.60