Title :
A gradient based edge sensing scheme for color filter array demosaicking
Author :
Da-Cheng Sung ; Hen-Wai Tsao
Author_Institution :
Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
The digital still camera acquires the color data using single sensor in which only one color element can be recorded at each pixel. Efficient demosaicking algorithm is necessary to rebuild the other two missing color elements in each pixel. This paper proposed a gradient based edge sensing algorithm for color filter array interpolation to enhance the edge information and avoid zipper effect. Our method first extracts the gradient in different directions and exploits the gradient edge detection to restore the color channel in detail. Experiment results show that our algorithm performs superiorly in PSNR and visual image quality compared with other algorithms.
Keywords :
edge detection; filtering theory; gradient methods; image colour analysis; image reconstruction; PSNR; color channel restoration; color filter array demosaicking; color filter array interpolation; edge information enhancement; gradient based edge sensing scheme; gradient edge detection; visual image quality; zipper effect avoidance; Arrays; Color; Filtering algorithms; Image color analysis; Image edge detection; Interpolation; PSNR; adaptive edge; color filter array; demosaicking; interpolation;
Conference_Titel :
Consumer Electronics (GCCE), 2013 IEEE 2nd Global Conference on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4799-0890-5
DOI :
10.1109/GCCE.2013.6664815