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author:

Lin, Zhi-Xian (Lin, Zhi-Xian.) [1] | Wu, Mei-Fen (Wu, Mei-Fen.) [2] | Guo, Tai-Liang (Guo, Tai-Liang.) [3] (Scholars:郭太良)

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EI Scopus PKU CSCD

Abstract:

In digital camera systems, the color filter array (CFA) is used to sample the colors. However, each pixel represents only one of the color bands. To produce a full-resolution color image, the recorded image must be processed to estimate the values of the pixels for all the other color bands. This restoration process is often implemented by interpolation. The interpolation algorithm for the charge-coupled device (CCD) color filter array is one of the most important factors for the quality of the restored full color images. If interpolation is not performed appropriately, images suffer from serious visible color artifacts. There have been many solutions to the problem, in order to avoid serious distortion in high frequency caused by bilinear interpolation and expensive computation cost caused by the interpolation using alternating projection, and the images sampled from the color filter array are analyzed in Fourier domain. The CFA images could be interpreted as a luminance component located in baseband and the color difference components modulated in high bands. According to this, a new interpolation algorithm based on color difference modulation is proposed in this paper. Compared with some other algorithms, the proposed method outperforms all them, both visually and in terms color peak-signal-to-noise ratio (CPSNR) and ΔES.

Keyword:

Algorithms Color Color image processing Colorimetry Fourier transforms Interpolation Numerical control systems Pixels

Community:

  • [ 1 ] [Lin, Zhi-Xian]College of Physics and Information Engineering, Fuzhou University, Fuzhou 350002, China
  • [ 2 ] [Wu, Mei-Fen]College of Physics and Information Engineering, Fuzhou University, Fuzhou 350002, China
  • [ 3 ] [Guo, Tai-Liang]College of Physics and Information Engineering, Fuzhou University, Fuzhou 350002, China

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Source :

Journal of Optoelectronics Laser

ISSN: 1005-0086

CN: 12-1182/O4

Year: 2013

Issue: 3

Volume: 24

Page: 481-486

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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