A Novel Approach to Image Compression of Colour Images by Plane Reduction Technique
Several methods have been proposed for color image
compression but the reconstructed image had very low signal to noise
ratio which made it inefficient. This paper describes a lossy
compression technique for color images which overcomes the
drawbacks. The technique works on spatial domain where the pixel
values of RGB planes of the input color image is mapped onto two
dimensional planes. The proposed technique produced better results
than JPEG2000, 2DPCA and a comparative study is reported based
on the image quality measures such as PSNR and MSE.Experiments
on real time images are shown that compare this methodology with
previous ones and demonstrate its advantages.
[1] Arash Abadpour, Shohreh Kasaei , A Novel Image Compression Method
Using Eigenimages , The third conference on Machine Vision,Image
Processing & Applications(MVIP 2005),Tehran , Iran, 2005.
[2] Ashutosh Dwivedi, Arvind Tolambiya, Prabhanjan Kandula, N Subhash
Chandra Bose, Ashiwani Kumar, Prem K Kalra,- Color Image
Compression Using 2-Dimensional Principal Component Analysis
(2DPCA)-, ASID-06, New Delhi , India, 2006.
[3] Zhou Wang and Alan C. Bovik , IEEE Signal Processing Magazine,
January, 2009.
[4] Ahmet M. Eskicioglu and Paul S. Fisher, Image Quality Measures and
Performance, IEEE Transactions on Communications, Vol.43, No.12,
December, 1995.
[1] Arash Abadpour, Shohreh Kasaei , A Novel Image Compression Method
Using Eigenimages , The third conference on Machine Vision,Image
Processing & Applications(MVIP 2005),Tehran , Iran, 2005.
[2] Ashutosh Dwivedi, Arvind Tolambiya, Prabhanjan Kandula, N Subhash
Chandra Bose, Ashiwani Kumar, Prem K Kalra,- Color Image
Compression Using 2-Dimensional Principal Component Analysis
(2DPCA)-, ASID-06, New Delhi , India, 2006.
[3] Zhou Wang and Alan C. Bovik , IEEE Signal Processing Magazine,
January, 2009.
[4] Ahmet M. Eskicioglu and Paul S. Fisher, Image Quality Measures and
Performance, IEEE Transactions on Communications, Vol.43, No.12,
December, 1995.
@article{"International Journal of Electrical, Electronic and Communication Sciences:53384", author = "K.Sowmyan and A.Siddarth and D.Menaka", title = "A Novel Approach to Image Compression of Colour Images by Plane Reduction Technique", abstract = "Several methods have been proposed for color image
compression but the reconstructed image had very low signal to noise
ratio which made it inefficient. This paper describes a lossy
compression technique for color images which overcomes the
drawbacks. The technique works on spatial domain where the pixel
values of RGB planes of the input color image is mapped onto two
dimensional planes. The proposed technique produced better results
than JPEG2000, 2DPCA and a comparative study is reported based
on the image quality measures such as PSNR and MSE.Experiments
on real time images are shown that compare this methodology with
previous ones and demonstrate its advantages.", keywords = "Color Image compression, spatial domain, planereduction, root mean square, image restoration", volume = "5", number = "9", pages = "1209-4", }