Color transformation and interpolation for direct color imaging with a color filter array

被引:1
|
作者
Komatsu, Takashi [1 ]
Saito, Takahiro [1 ]
机构
[1] Kanagawa Univ, High Tech Res Ctr, Dept Elect & Informat Frontiers, Yokohama, Kanagawa, Japan
关键词
image sensors; color measurement; image color analysis; interpolation; image restoration;
D O I
10.1109/ICIP.2006.312878
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The DCI (direct color-imaging) approach is promising as an acquisition scheme of color data with high spatial-resolution. The DCI sensor has three photo-sensing layers along its depth direction. Although each pixel has three color channels, their spectral sensitivities are overlapped with each other and the approach has a problem in color separation. To cope with this problem, we present a hybrid color-imaging approach between the DCI approach and the CFA (color-filter-array) approach. Our hybrid approach uses the DCI sensor, and pastes green and magenta color filters on pixels' surfaces according to a checkered pattern. The use of the green-magenta CIA improves color separation, but its sensed color channels have different spectra from the primary color-matching functions. Moreover, its sensed three color channels are sub-sampled according to the checkered pattern. To recover a primary tri-stimulus image with full spatial-resolution, not only color transformation of the sensed color channels but also their interpolation are needed. We present image recovery methods for the color transformation and the interpolation. Our hybrid color-imaging approach using the methods achieves higher spatial-resolution than the CFA approach, and shows the best color-reproduction among the three color-imaging approaches.
引用
收藏
页码:3301 / +
页数:2
相关论文
共 50 条
  • [1] Practical color filter array interpolation with constrained color correlation
    Kuno, Tetsuya
    Sugiura, Hiroaki
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2006, 52 (03) : 896 - 903
  • [2] Image recovery for a direct color imaging approach using a color filter array
    Saito, T
    Komatsu, T
    [J]. DIGITAL PHOTOGRAPHY II, 2006, 6069
  • [3] Demosaicking: Color filter array interpolation
    Gunturk, BK
    Glotzbach, J
    Altunbasak, Y
    Schafer, RW
    Mersereau, RM
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2005, 22 (01) : 44 - 54
  • [4] Color filter array interpolation using color correlations and directional derivatives
    Kehtarnavaz, N
    Oh, HJ
    Yoo, YJ
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2003, 12 (04) : 621 - 632
  • [5] DIRECTIONAL COLOR FILTER ARRAY INTERPOLATION BASED ON MULTISCALE COLOR GRADIENTS
    Pekkucuksen, Ibrahim
    Altunbasak, Yucel
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 997 - 1000
  • [6] Intermediate Color Interpolation for Color Filter Array containing the White Channel
    Kim, Jonghyun
    Park, Sang Wook
    Kang, Moon Gi
    [J]. IMAGE PROCESSING: ALGORITHMS AND SYSTEMS XIII, 2015, 9399
  • [7] High quality color interpolation for color filter array with low complexity
    Lee, Kwon
    Lee, Chulhee
    [J]. ADVANCES IN MULTIMEDIA MODELING, PT 2, 2007, 4352 : 314 - +
  • [8] Edge-adaptive color interpolation for complementary color filter array
    Han, Young Seok
    Park, Min Kyu
    Kim, Chang Won
    Kang, Moon Gi
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2006, 16 (03) : 92 - 102
  • [9] Variational color transformation method for direct color imaging
    Saito, T
    Komatsu, T
    [J]. Digital Photography, 2005, 5678 : 105 - 116
  • [10] Effective color interpolation in CCD color filter array using signal corrleation
    Pei, SC
    Tam, IK
    [J]. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2000, : 488 - 491