Title :
Edge-adaptive color reconstruction for single-sensor digital cameras
Author :
Wang, Xiaomeng ; Lin, Weisi ; Xue, Ping
Author_Institution :
Nanyang Technol. Univ., Singapore
Abstract :
An improved edge-adaptive color interpolation method for Bayer pattern images of single-sensor digital cameras is proposed in this paper. We derive a more accurate color edge classifier by using both ultra-channel and inter-channel correlation. In order to reduce the aliasing artifacts, missing channel values are interpolated along the edge direction. Experiment results show that the proposed method can preserve the edge information better, reduce color-bleeding artifacts and achieve higher image quality and signal fidelity against the existing schemes.
Keywords :
CCD image sensors; cameras; correlation methods; edge detection; image colour analysis; image reconstruction; image sensors; interpolation; Bayer pattern images; aliasing artifacts; channel correlation; edge-adaptive color reconstruction; interpolation; single-sensor digital cameras; Charge coupled devices; Digital cameras; Digital filters; Humans; Image edge detection; Image quality; Image reconstruction; Interpolation; Layout; Visual system;
Conference_Titel :
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
Print_ISBN :
0-7803-8185-8
DOI :
10.1109/ICICS.2003.1292458