期刊文献+

一种有效的数字图像传感器彩色插值算法 被引量:3

Effective Color Filter Array Demosaicing Method
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摘要 Bayer彩色滤光片阵列在图像采集设备上的广泛使用.使得必须通过插值的方法恢复每个像素点丢失的另外两个通道的色彩值;文中提出了一种有效的彩色插值算法.它以基于边缘检测的插值算法为基础.通过相邻像素的相似性进一步得到更为准确的边缘信息;同时还使用了颜色比恒定原理对另外两个丢失的色彩进行还原;和基于边缘检测的插值算法相比.这种算法可以有效地减少插值错误,同时计算复杂度比较低.满足了实时图像还原的要求;在实验中证明,这种算法是有效的。 An effective color filter array (CFA) Demosaicing method Is proposed tor digital still cameras m which a stogie CCD or CMOS image sensor is used. Since a CFA is adopted, we must interpolate missing color values in the red, green and blue channels at each pixel location. Compared with most of other algorithms, we focus on eliminating the color artifacts with low computational complexity. Based on edge directional algorithms, we use the homogeneity of adjacent pixels to determine the edge direction information. Meanwhile we use the hue constant law to interpolate the missing channels. The experiment results show that this algorithms can effectively reduce color artifacts with low computational complexity.
作者 张亚 王元庆
机构地区 南京大学电子系
出处 《计算机测量与控制》 CSCD 2008年第4期530-531,543,共3页 Computer Measurement &Control
基金 国家自然科学基金项目(60472026)
关键词 彩色滤波阵列 边缘检测 颜色比 彩色插值 相似性 color filler array Demosaicing, hue-cons ant homogeneity interpolation
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参考文献7

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同被引文献32

  • 1陈春宁,王延杰.利用信号相关对BAYER格式图像色彩复原[J].电子器件,2007,30(4):1417-1419. 被引量:4
  • 2贺钦,刘文予.数字图像传感器颜色插值算法研究[J].小型微型计算机系统,2007,28(8):1482-1485. 被引量:15
  • 3周国瑞,孙世新,王文江.结合Bayer模式与局部相关模型的Demosaicing算法[J].计算机学报,2007,30(7):1179-1185. 被引量:4
  • 4黄文增 陈锦杏 蔡政翰.高品质和快速彩色影像内插演算法之设计.台北科技大学学报,2007,40(2):13-25.
  • 5Menon D, Andriani S, Calvagno G. Demosaicing with direc- tional filtering and a posteriori decision [J]. IEEE Transac- tion on Image Processing, 2007, 16 (1): 132-141.
  • 6Menon D, Andriani S, Calvagno G. Demosaicing with direc- tional filtering and a posteriori decision [J].IEEE Transac- tions on Image Processing, 2007, 16 (1): 132-141.
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  • 8Pekkucuksen I, Altunbasak Y. Edge Strength Filter Based Color Filter Array Interpolation [J]. IEEE Transactions on Image Pro- cessing, 2012, 21 (1): 393-397.
  • 9Li L, Wang X. Color Image Metamorphosis Algorithm Based on Non-linear Interpolation EC. 2nd International Conference on Computer Science and Network Technology, 2012, 879 -882.
  • 10Pekkueuksen I, Altunbasak Y. Mult[seale Gradients- Based Color Filter Array Interpolation J]. IEEE Transactions on Image Pro- cessing, 2013, 22 (1): 157-165.

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