Title :
A new CFA interpolation technique for single-sensor digital cameras
Author :
Lukac, R. ; Plataniotis, K.N.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
A new color filter array (CFA) interpolation technique for single-sensor digital cameras is introduced. The proposed method utilizes an edge-sensing interpolation mechanism in conjunction with color-difference model based correction steps performed for each color channel. Thus, the proposed computationally efficient interpolation scheme is able to overcome the limitations of existing CFA based image acquisition solutions and restore color images without introducing false colors, edge blurring or visual artifacts. This produces excellent results in terms of subjective and objective image quality measures, while outperforming widely used CFA interpolation methods.
Keywords :
CCD image sensors; CMOS image sensors; arrays; cameras; image colour analysis; image restoration; interpolation; optical arrays; optical filters; CCD image sensor; CMOS sensor; color difference model based correction; color filter array interpolation; color image restoration; edge blurring; edge sensing interpolation mechanism; image acquisition; single sensor digital cameras; visual artifacts; CMOS image sensors; Charge coupled devices; Charge-coupled image sensors; Color; Digital cameras; Digital filters; Gray-scale; Interpolation; Pixel; Sensor arrays;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329223