DIRECTIONAL COLOR FILTER ARRAY INTERPOLATION BASED ON MULTISCALE COLOR GRADIENTS

被引:0
作者
Pekkucuksen, Ibrahim [1 ]
Altunbasak, Yucel [1 ]
机构
[1] Georgia Inst Technol, Ctr Signal & Image Proc, Atlanta, GA 30308 USA
来源
2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2011年
关键词
Demosaicing; color filter array interpolation; bayer color filter array; multiscale color gradient; directional interpolation;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Single sensor digital cameras capture one color value for every pixel location. The remaining two color channel values need to be estimated to obtain a complete color image. This process is called demosaicing or Color Filter Array (CFA) interpolation. We propose a directional approach to the CFA interpolation problem that makes use of multiscale color gradients. The relationship between color gradients on different scales is used to generate signals in vertical and horizontal directions. We determine how much each direction should contribute to the green channel interpolation based on these signals. The proposed method is easy to implement since it is noniterative and threshold free. Experiments on test images show that it offers superior objective and subjective interpolation quality.
引用
收藏
页码:997 / 1000
页数:4
相关论文
共 10 条
  • [1] Bayer B., 1976, U.S. Patent, Patent No. 3971065
  • [2] Color demosaicing using variance of color differences
    Chung, King-Hong
    Chan, Yuk-Hee
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (10) : 2944 - 2955
  • [3] Glotzbach JW, 2001, IEEE IMAGE PROC, P141, DOI 10.1109/ICIP.2001.958973
  • [4] Color plane interpolation using alternating projections
    Gunturk, BK
    Altunbasak, Y
    Mersereau, RM
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2002, 11 (09) : 997 - 1013
  • [5] Hamilton Jr J. F., 1997, US Patent, Patent No. [5,629,734, 5629734]
  • [6] Li X., 2008, P SPIE INT SOC OPTIC, V6822
  • [7] Demosaicing with directional filtering and a posteriori decision
    Menon, Daniele
    Andriani, Stefano
    Calvagno, Giancarlo
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (01) : 132 - 141
  • [8] Spatially adaptive color filter array interpolation for noiseless and noisy data
    Paliy, Dmitriy
    Katkovnik, Vladimir
    Bilcu, Radu
    Alenius, Sakari
    Egiazarian, Karen
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2007, 17 (03) : 105 - 122
  • [9] Pekkucuksen I., 2010, IEEE INT C IN PRESS
  • [10] Color demosaicking via directional linear minimum mean square-error estimation
    Zhang, L
    Wu, XL
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (12) : 2167 - 2178