Title of article
Singular Value Decomposition Based Sub-band Decomposition and Multiresolution (SVD-SBD-MRR) Representation of Digital Colour Images
Author/Authors
Singh, Satish Kumar Jaypee University of Engineering and Technology - Department of Electronics and Communication Engineering, India , Kumar, Shishir Jaypee University of Engineering and Technology - Department of Computer Science and Engineering, India
From page
229
To page
235
Abstract
Contemporary digital image processing applications require a suitable tool for further applications and processing. In this paper, a Singular Value Decomposition (SVD) based new sub-band decomposition and multi-resolution representation of digital colour images is proposed. Simulation was performed using MATLAB on Lenna image and the resultant sub-bands, which contained different directional details, are shown. Through a quantitative analysis, it is justified that the proposed method is better than other contemporary methods as it is suitable for compression and other image processing applications
Keywords
Image representation , subband decomposition , multiresolution representation , compression
Journal title
Pertanika Journal of Science and Technology ( JST)
Journal title
Pertanika Journal of Science and Technology ( JST)
Record number
2650882
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