Title of article :
Image Compression Method Based on QR-Wavelet Transformation
Author/Authors :
Biranvand, N. Faculty of Sciences - Imam Ali University, Tehran, Iran , Parvizi Mosaed, H. Faculty of Sciences - Imam Ali University, Tehran, Iran
Abstract :
In this paper, a procedure is reported that discuss how linear algebra can be used in image compression. The basic idea is that each image can be represented as a matrix. We apply linear algebra (QR factorization and wavelet transformation algorithms) on this matrix and get a reduced matrix out such that the image corresponding to this reduced matrix requires much less storage space than the original image.
Keywords :
Image compression , Wavelets , Matrix factorization , PSNR
Journal title :
Astroparticle Physics
