Novel Compression System for Hue-Saturation and Intensity Color Space

Common compression systems treat color image channels similarly. Nonlinear color models like Hue-Saturation- Value/ Brightness/ Luminance/ Intensity (HSV/ HSB/ HSL/ HSI) have special features for each channel. In this paper a new hybrid compression system is proposed for encoding color images in HSI color model. The proposed encoding system deals with each channel with a suitable compression technique to obtain encoded images with less size and high decoding quality than the traditional encoding methods. There are three encoding techniques will be mixed in the proposed system; object compression technique for the hue channel, Luma (Y) Intensity (I) Difference (D) for saturation, and the standard JPEG2000 encoding technique for the intensity channel. The proposed system results demonstrate the proposed architecture and give considerable compression ratio with good decoding quality.

[1]  Rafael C. González,et al.  Digital image processing using MATLAB , 2006 .

[2]  Jitendra Malik,et al.  A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics , 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

[3]  Lala Z. Krikor,et al.  Palette-Based Image Segmentation using HSL Space , 2007, J. Digit. Inf. Manag..

[4]  Patrick Shen-Pei Wang,et al.  A new method of color image segmentation based on intensity and hue clustering , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[5]  Touradj Ebrahimi,et al.  The JPEG 2000 still image compression standard , 2001, IEEE Signal Process. Mag..

[6]  Sergei Vassilvitskii,et al.  k-means++: the advantages of careful seeding , 2007, SODA '07.

[7]  F.M.A. Mohseen,et al.  An Efficient Objects Compression Method by Minimizing Objects Number of an Image , 2007, 2007 National Radio Science Conference.

[8]  Khalid Sayood,et al.  Introduction to data compression (2nd ed.) , 2000 .

[9]  T. Kalker,et al.  IEEE Signal Processing Magazine Vol. 17 , 2000 .

[10]  James D. Murray,et al.  Encyclopedia of graphics file formats , 1994 .

[11]  Mohiy M. Hadhoud,et al.  Hybrid encoding scheme for HSI model using the Minimum Color Difference , 2011, 2011 28th National Radio Science Conference (NRSC).

[12]  Khalid Sayood,et al.  Introduction to Data Compression , 1996 .

[13]  James D. Murray,et al.  Encyclopedia of graphics file formats (2nd ed.) , 1996 .

[14]  K. Plataniotis,et al.  Color Image Processing and Applications , 2000 .

[15]  Vinay Modi.  Color descriptors from compressed images , 2006 .

[16]  Hong Li,et al.  Selective color transfer with multi-source images , 2009, Pattern Recognit. Lett..