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A Hybrid SVD Method Using Interpolation Algorithms for Image Compression
J. Izadian, A. Hosaini, Maryam Jalili
Pages - 273 - 282 | Revised - 15-09-2012 | Published - 24-10-2012
Published in International Journal of Image Processing (IJIP)
MORE INFORMATION
KEYWORDS
SVD Method, Interpolation Method, Image Reconstruction, Compressing Image, Lossless Compression, Lossy Compression
ABSTRACT
In this paper the standard SVD method is used for image processing and is combined with some interpolation methods as linear and quadratic interpolation for reconstruction of compressed image.The main idea of the proposed method is to select a particular submatrix of main image matrix and compress it with SVD method, then reconstruct an approximation of original image by interpolation method. The numerical experiments illustrate the performance and efficiency of proposed methods.
| 1 | Kekre, H. B., Sarode, T., & Natu, P. (2014). Performance Comparison of Hybrid Haar Wavelet Transform with Various Local Transforms in Image Compression using Different Error Metrics. International Journal of Image Processing (IJIP), 8(4), 186-203. |
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Dr. J. Izadian
- Iran
jalal_izadian@yahoo.com
Miss A. Hosaini
- Iran
Dr. Maryam Jalili
Islamic Azad University - Iran
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