Improved Binary Tree Coding for Image Compression using Modified Singular Value Decomposition
Abstract
Keywords
Full Text:
PDFReferences
K. Ahmadi, A.Y. Javid and E. Salari, An efficient compression scheme based on adaptive thresholding in wavelet domain using particle swarm optimization, Journal of Signal Processing: Image Communication 32 (2012), 33 – 39.
H.F. Ates and E. Tamer, Hierarchical quantization indexing for wavelet and wavelet packet image coding, IEEE Trans. Image Process. 25 (2) (2010), 111 – 120.
H.F. Ates and M.T. Orchard, Spherical coding algorithm for wavelet image compression, IEEE Trans. Image process., Geosci. Remote Sens. 18 (5) (2009), 1015 – 1024.
M. Brand, Fast low-rank modifications of the thin singular value decomposition, J. Linear Algebra, and its Applications 415 (2006), 20 – 30.
C.-C. Chang, P. Tsai and C.-C. Lin, SVD-based digital image watermarking scheme, Pattern Recog. Lett. 26 (2005), 1577 – 86.
C.-C. Chang, Y.-S. Hu and C.-C. Lin, A digital watermarking scheme based on singular value decomposition, in B. Chen, M. Paterson, G. Zhang (editors), Combinatorics, Algorithms, Probabilistic and Experimental Methodologies, Berlin — Heidelberg, Springer, pp. 82 – 93 (2007).
J. Chen, Image compression with SVD, ECS 29K, Scientific Computation, URL: http://fourier.eng.hmc.edu/e161/lectures/svdcompression.html#Aase99 (December 13, 2000).
F. Garcia-Vilchez, J. Munoz-Mari, M. Zortea, I. Blanes, V. Gonzalez-Ruiz, G. Camps-Valls, A. Plaza and J. Serra-Sagrista, On the impact of lossy compression on hyperspectral image classification and unmixing, IEEE Geosci. Remote Sens. Lett. 8 (2011), 253 – 257.
S.T. Hsiang and J.W. Woods, Embedded image coding using Zero block of subband/wavelet coefficients and context modeling, in Proc. Data compress. Conf., Washington, DC, pp. 83 – 92 (2001).
K.-K. Huang and D.-Q. Dai, A new on-board image codec based on binary tree with adaptive scanning order in scan-based mode, IEEE Trans. on Geosci. and Remote Sens. 50 (10) (2012), 3737 – 3750.
N. Jayant and P. Noll, Digital Coding of Waveforms: Principles and Applications to Speech and Video, Englewood Cliffs, NJ: Prentice-Hall (1984).
N. Jayant, J. Johnston and R. Safranek, Signal compression based on models of human perception, Proc. IEEE 81 (1993), 1385 – 1422.
S.K. Jha and R.D.S. Yadava, Denoising by singular value decomposition and its application to electronic nose data processing, IEEE Sensor Journal 11 (1) (2011), 35 – 44.
R. Kumar, A. Kumar and G.K. Singh, A hybrid method based on singular value decomposition and embedded zero tree wavelet technique for ECG signal compression, J. Computer Methods, and Programs in Biomedicine 129 (2016), 135 – 148.
C.-C. Lai, A digital watermarking scheme based on singular value decomposition and tiny genetic algorithm, Digital Signal Process 21 (2006), 522 – 527.
R. Neelamani, R. de Queiroz, Z. Fan, S. Dash and R.G. Baraniuk, Jpeg compression history estimation for color images, IEEE Trans. on Image Processing 15 (6) (2006), 1365 – 1378.
A. Plaza, J.M. Bioucas-Dias, A. Simic and W.J. Blackwell, Foreword to the Special Issue on Hyperspectral Image and Signal Processing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5 (2) (2012), 347 – 353.
G.H. Polub and C.F. Van Loan, Matrix Computations, 3rd edition, John Hopkins University Press (1996).
M. Rabbani and R. Joshi, An overview of JPEG2000 still image compression standard, J. Signal Processing: Image Communication 17 (2002), 3 – 48.
A.M. Rufai and G.A.H. Demirel, Lossy image compression using singular value decomposition and Wavelet difference reduction, J. Digital Signal Processing 24 (2014), 117 – 123.
A. Said and W.A. Perlman, New, fast, and efficient image codec based on set partitioning in hierarchical tree, IEEE Trans. Circuit and Systems for Video Technology 6 (3) (1996), 243 – 250.
M. Shaou-Gang, K. Fu-Sheng and C. Shu-Ching, A lossless compression method for medical image sequences using jpeg-ls and interframe coding, IEEE Transactions on Information Technology in Biomedicine 13 (2009), 818 – 821.
Taubman, High-performance scalable image compression with EBCOT, IEEE Trans. Image Processing 9 (7) (2000), 1158 – 1170.
C. Tzong-Jer and C. Keh-Shih, A pseudo lossless image Compression Method, Image and Signal Processing (CISP), 3rd International Congress, Vol. 2, pp. 610 – 615 (2010).
B.E. Usevith, A tutorial on modern lossy wavelet image compression: a foundation of JPEG 2000, IEEE Signal Processing. Mag. 22 – 35 (2001).
P. Waldemar and T.A. Ramstad, Hybrid KLT-SVD image compression, IEEE International Conference on Acoustics, Speech, and Signal Processing 4 (1997), 2713 – 2716.
F.W. Wheeler andW.A. Pearlman, SPIHT image compression without list, in Proc. ICASSP Istanbul, Turkey, pp. 2047 – 2050 (2000).
DOI: http://dx.doi.org/10.26713%2Fjims.v10i1-2.498
eISSN 0975-5748; pISSN 0974-875X
