Adaptive color demosaicing and false color removal

被引:4
作者
Guarnera, Mirko [1 ]
Messina, Giuseppe [1 ]
Tomaselli, Valeria [1 ]
机构
[1] STMicroelectronics, Adv Syst Technol Grp, I-95121 Catania, Italy
关键词
PLANE INTERPOLATION; EDGE;
D O I
10.1117/1.3432486
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Color interpolation solutions drastically influence the quality of the whole image generation pipeline, so they must guarantee the rendering of high quality pictures by avoiding typical artifacts such as blurring, zipper effects, and false colors. Moreover, demosaicing should avoid emphasizing typical artifacts of real sensors data, such as noise and green imbalance effect, which would be further accentuated by the subsequent steps of the processing pipeline. We propose a new adaptive algorithm that decides the interpolation technique to apply to each pixel, according to its neighborhood analysis. Edges are effectively interpolated through a directional filtering approach that interpolates the missing colors, selecting the suitable filter depending on edge orientation. Regions close to edges are interpolated through a simpler demosaicing approach. Thus flat regions are identified and low-pass filtered to eliminate some residual noise and to minimize the annoying green imbalance effect. Finally, an effective false color removal algorithm is used as a postprocessing step to eliminate residual color errors. The experimental results show how sharp edges are preserved, whereas undesired zipper effects are reduced, improving the edge resolution itself and obtaining superior image quality. (C) 2010 SPIE and IS&T. [DOI: 10.1117/1.3432486]
引用
收藏
页数:16
相关论文
共 35 条
  • [1] ADAMS JE, 1995, P SOC PHOTO-OPT INS, V2416, P144
  • [2] Linear demosaicing inspired by the human visual system
    Alleysson, D
    Süsstrunk, S
    Hérault, J
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (04) : 439 - 449
  • [3] BATTIATO S, 2008, RECENT PATENTS COMPU, P194
  • [4] Bayer B., 1976, U.S. Patent, Patent No. 3971065
  • [5] Color Filter Array recovery using a threshold-based variable number of gradients
    Chang, E
    Cheung, S
    Pan, D
    [J]. SENSORS, CAMERAS, AND APPLICATIONS FOR DIGITAL PHOTOGRAPHY, 1999, 3650 : 36 - 43
  • [6] Effective use of spatial and spectral correlations for color filter array demosaicking
    Chang, LL
    Tan, YP
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2004, 50 (01) : 355 - 365
  • [7] CHEN T, STUDY SPATIAL COLOR
  • [8] Color demosaicing using variance of color differences
    Chung, King-Hong
    Chan, Yuk-Hee
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (10) : 2944 - 2955
  • [9] Demosaicing of Color Filter Array Captured Images Using Gradient Edge Detection Masks and Adaptive Heterogeneity-Projection
    Chung, Kuo-Liang
    Yang, Wei-Jen
    Yan, Wen-Ming
    Wang, Chung-Chou
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (12) : 2356 - 2367
  • [10] Franzen R., Kodak lossless true color image suite