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Automated Color Misalignment Correction for Close-Range and Long-Range Hyper-Resolution Multi-Line CCD Images Read chapter Read first chapter

2014 | OriginalPaper | Chapter

Adaptive Demosaicing Algorithm Using Characteristics of the Color Filter Array Pattern

Authors : Ji Won Lee, Rae-Hong Park

Published in: Advances in Low-Level Color Image Processing

Publisher: Springer Netherlands

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Abstract

Generally, the color filter array (CFA) image is interpolated considering the correlation between color channels. Previous works first interpolate the green (G) signal, and then obtain the differences between the R/B signal and the reference signal (the initial interpolated G signal). To determine the direction of interpolation, the proposed method computes the horizontal/vertical absolute inter-channel differences directly computed from the CFA image. Then, three color components (R/G/B) are interpolated along the estimated horizontal/vertical directions considering the differences of absolute inter-channel differences. Comparative experiments using 24 test images with six conventional demosaicing algorithms show the effectiveness of the proposed demosaicing algorithm in terms of the peak signal to noise ratio, structural similarity, and subjective visual quality.

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previous chapter Automated Color Misalignment Correction for Close-Range and Long-Range Hyper-Resolution Multi-Line CCD Images
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Literature
1.
Bayer BE (1976) Color imaging array. US Patent, 3,971,065, 12 May 1976
2.
Hao P, Li Y, Lin Z, Dubois E (2011) A Geometric method for optimal design of color filter arrays. IEEE Trans Image Process 20(3):709–722CrossRefMathSciNet
3.
Lukac R (2006) Single-sensor imaging in consumer digital cameras: a survey of recent advances and future directions. J Real-Time Image Process 1(1):45–52CrossRef
4.
Adams JE (1998) Design of color filter array interpolation algorithms for digital cameras, Part 2. In: Proceedings of the IEEE international conference on image processing, Chicago, IL, pp 488–492 (1998)
5.
Hamilton JF, Adams JE (1997) Adaptive color plane interpolation in single sensor color electronic camera. US Patent, 5,629,734, 13 May 1997
6.
Kimmel R (1999) Demosaicing: image reconstruction from CCD samples. IEEE Trans Image Process 8(9):1221–1228CrossRef
7.
Lin T-N, Hsu C-L (2004) Directional weighting-based demosaicing algorithm. In: Proceedings of the Pacific Rim conference on multimedia, Tokyo, Japan, vol 3332, pp 849–857 (2004)
8.
Gunturk BK, Altunbasak Y, Mersereau RM (2002) Color plane interpolation using alternating projections. IEEE Trans Image Process 11(9):997–1013CrossRef
9.
Li X (2005) Demosaicing by successive approximation. IEEE Trans Image Process 14(3):370–379CrossRef
10.
Hirakawa K, Park TW (2005) Adaptive homogeneity-directed demosaicing algorithm. IEEE Trans Image Process 14(3):360–369CrossRef
11.
Lu W, Tan Y (2003) Color filter array demosaicing: new method and performance measures. IEEE Trans Image Process 12(10):1194–1210CrossRef
12.
Lukac R, Plataniotis KN, Hatzinakos D, Aleksic M (2004) A novel cost effective demosaicing approach. IEEE Trans Consum Electron 50(1):256–261CrossRef
13.
Chang L, Tam YP (2004) Effective use of spatial and spectral correlations for color filter array demosaicing. IEEE Trans Consum Electron 50(1):355–365CrossRef
14.
Lukac R, Plataniotis KN (2005) Data-adaptive filters for demosaicing: a framework. IEEE Trans Consum Electron 50(2):560–570CrossRef
15.
Chung K-H, Chan Y-H (2006) Color demosaicing using variance of color differences. IEEE Trans Image Process 15(10):2944–2954CrossRef
16.
Menon D, Andriani S, Calvagno G (2007) Demosaicing with directional filtering and a posteriori decision. IEEE Trans Image Process 16(1):132–141CrossRefMathSciNet
17.
Tsai C-Y, Song K-T (2007) A new edge-adaptive demosaicing algorithm for color filter arrays. Image Vis. Comput. 25(9):1495–1508CrossRef
18.
Mairal J, Elad M, Sapiro G (2008) Sparse representation for color image restoration. IEEE Trans Image Process 17(1):53–69CrossRefMathSciNet
19.
Chung K-L, Yang W-J, Yan W-M, Wang C-C (2008) Demosaicing of color filter array captured images using gradient edge detection masks and adaptive heterogeneity-projection. IEEE Trans Image Process 17(12):2356–2367CrossRefMathSciNet
20.
Gonzalez RC, Woods RE (2010) Digital image processing, 3rd edn. Pearson Education, Inc., Upper Saddle River
21.
Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13(4):600–612CrossRef
22.
Wang Z, Bovik AC (2002) A universal image quality index. IEEE Signal Process Lett 9(3):600–612
23.
Frazor RA, Geisler WS (2006) Local luminance and contrast in natural images. Vis. Res. 48:1585–1598CrossRef
Metadata
Title
Adaptive Demosaicing Algorithm Using Characteristics of the Color Filter Array Pattern
Authors
Ji Won Lee
Rae-Hong Park
Copyright Year
2014
Publisher
Springer Netherlands
Book
Advances in Low-Level Color Image Processing

Print ISBN: 978-94-007-7583-1

Electronic ISBN: 978-94-007-7584-8

Copyright Year: 2014

DOI
https://doi.org/10.1007/978-94-007-7584-8_2

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