Colorization of Grayscale Images using LBG VQ Codebook for different Color Spaces

نویسندگان

  • Sudeep D. Thepade
  • Tanuja K. Sarode
  • H. B. Kekre
  • Nikita Bhandari
چکیده

The paper presents an innovative technique for colorization of grayscale images. Here the colors from some source color image are picked up and sprayed into the to be colored grayscale image. The color palette used in colorization technique discussed here is generated using the Linde Buzo and Gray (LBG) codebook. The technique is tested using various VQ codebook sizes like 32, 64, 128, 256 and 512. Also various color spaces like RGB, Kekre’s LUV, YCbCr, YUV, YIQ, and Kekre’s Biorthogonal color spaces are considered for colorization of grayscale images. In all 5 VQ codebook sizes and 8 color spaces give total 40 versions of proposed colorization method. All proposed versions are implemented and tested for colorization of grayscale images from different classes.

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تاریخ انتشار 2011