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Spiral Scan Order based Vector Quantization for Compressing Medical Test Image

P. Chitra1 , M. Mary Shanthi Rani2

Section:Research Paper, Product Type: Journal Paper
Volume-06 , Issue-04 , Page no. 262-265, May-2018

Online published on May 31, 2018

Copyright © P. Chitra, M. Mary Shanthi Rani . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: P. Chitra, M. Mary Shanthi Rani, “Spiral Scan Order based Vector Quantization for Compressing Medical Test Image,” International Journal of Computer Sciences and Engineering, Vol.06, Issue.04, pp.262-265, 2018.

MLA Style Citation: P. Chitra, M. Mary Shanthi Rani "Spiral Scan Order based Vector Quantization for Compressing Medical Test Image." International Journal of Computer Sciences and Engineering 06.04 (2018): 262-265.

APA Style Citation: P. Chitra, M. Mary Shanthi Rani, (2018). Spiral Scan Order based Vector Quantization for Compressing Medical Test Image. International Journal of Computer Sciences and Engineering, 06(04), 262-265.

BibTex Style Citation:
@article{Chitra_2018,
author = {P. Chitra, M. Mary Shanthi Rani},
title = {Spiral Scan Order based Vector Quantization for Compressing Medical Test Image},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2018},
volume = {06},
Issue = {04},
month = {5},
year = {2018},
issn = {2347-2693},
pages = {262-265},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=394},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=394
TI - Spiral Scan Order based Vector Quantization for Compressing Medical Test Image
T2 - International Journal of Computer Sciences and Engineering
AU - P. Chitra, M. Mary Shanthi Rani
PY - 2018
DA - 2018/05/31
PB - IJCSE, Indore, INDIA
SP - 262-265
IS - 04
VL - 06
SN - 2347-2693
ER -

           

Abstract

The rapid growth of technology needs massive data storage for online transmission. Medical data occupies huge space for storage which has to be reduced for effective transmission, specifically for telemedicine applications. This emphasises the need of image compression which creates extra storage space to store more data. This paper presents a novel implementation of vector quantization using spiral scan order for enhancing the quality and compression as well. The standard metrics like Peak Signal to Noise Ratio (PSNR), Structural Similarity (SSIM), Compression Ratio (CR) and Bit Rate (BR) are used to evaluate the performance of the proposed method. Experimental results demonstrate the merits of the proposed method in terms of compression metrics than other existing methods

Key-Words / Index Term

Spiral Scan Order, Image Compression, Vector Quantization

References

[1] M. Mary Shanthi Rani, Novel K-means Algorithm for Compressing Images’, International Journal of Computer Applications. 2011, 18, pp. 9-13.
[2] M.Mary Shanthi Rani, Mode Based K-Means Algorithm with Residual Vector Quantization for Compressing Images , International Conference on “Control, Computation and Information Systems” (Springer-Verlag CCIS 140), 2011. pp.105-112.
[3] M.Mary Shanthi Rani, Residual Vector Quantization Based Iris Image Compression, International Journal of Computational Intelligence Studies, Inderscience Publishers,2014,3(4), pp.329-334.
[4] Zoran H.Peric, Nikola Simic and Milan S. Savic , Image Coding Algorithm Based on Modified Block Truncation Coding and Delta Modulation, IEEE, TELSIKS , pp.199-202, 2017.
[5] Yongseok Jin, and Hyuk-Jae Lee, A Block-Based Pass-Parallel SPIHT Algorithm, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 7, July 2012.
[6] M. Mary Shanthi Rani, Adaptive Classified Pattern Matching Vector Quantization Approach for compressing images, The 2009 International Conference on Image Processing, Computer Vision & Pattern Recognition Proceedings, Las Vegas, USA., 2009, pp.532-538.
[7] M.Mary Shanthi Rani, P.Chitra and K.Mahalakshmi , A Novel Approach of Vector Quantization using Particle Swarm Optimization Algorithm for Generating Efficient Codebook, International Journal of Advanced Research in Computer Science, 2017, Vol.8, Issue 9, 294-298.
[8] M. Mary Shanthi Rani, P. Chitra and R.Vijayalakshmi, Image Compression Based On Vector Quantization Using Novel Genetic Algorithm For Compressing Medical Images, International Journal of Computer Engineering and Applications, Volume XII, Issue I, 2018,pp. 104-114.
[9] M.Mary Shanthi Rani and P. Chitra, A Novel Hybrid Method of Haar-Wavelet and Residual Vector Quantization for Compressing Medical Images, Proceedings of IEEE International Conference on Advances in Computer Applications (ICACA) @ Bharathiar University- Coimbatore, 2016, 1, pp.321-326, [DOI: 10.1109/ICACA.2016.7887974].
[10] M.Mary Shanthi Rani and P.Chitra, A Hybrid Medical Image Coding Method based on Haar Wavelet Transform and Particle Swarm Optimization Technique , International Journal of Pure and Applied Mathematics, 118(8), pp. 3056-3067,2018.
[11] P.Chitra and M.Mary Shanthi Rani, Modified Haar Wavelet based Method for compressing medical images, International Journal of Computer Application (2250-1797) Issue 8 Volume 1, pp. 243-251, 2018.
[12] K.C. Tam, G. Lauritsch, and K. Sourbelle , Exact Spiral Scan Region-of-Interest Cone Beam CT Via Back projection, IEEE, 2000, pp. 1593-1597.
[13] Lukasz Blaszak and Marek Domanski, Spiral Scan in Video Compression, 13th European Signal Processing Conference, 2005.
[14] B.Karthikeyan, V.Vaithiyanathan, B.Venkatraman and M.Menaka, Image Compression Using Advanced Optimization Algorithms, Journal of Scientific & Industrial Research, Vol.73, 2014, pp. 214-218.
[15] Nasir Memon, David L. Neuhoff and Sunil Shende, An Analysis of Some Common Scanning Techniques for Lossless Image Coding, IEEE Transactions on Image Processing, Vol. 9, No. 11, November 2000.
[16] Ivana Pace and Francis Zarb, A Comparison of Sequential and Spiral Scanning Techniques in Brain CT, Radiologic Technology, Volume 86, Number 4, pp.1-6, March/April 2015.
[17] Pasumpon Pandian, A. and S.N. Sivanandam, Hybrid Algorithm for Lossless Image Compression using Simple Selective Scan order with Bit Plane Slicing, Journal of Computer Science , Vol. 8 (8), pp.1338-1345, 2012.
[18] Afshan Mulla, Namrata Gunjikar and Radhika Naik, Comparison of Different Image Compression Techniques, International Journal of Computer Applications (0975 – 8887) Volume 70– No.28, May 2013.
[19] J. Papitha, G. Merlin Nancy and D. Nedumaran, “Compression Techniques on MR Image – A Comparative Study”, International conference on Communication and Signal Processing, April 3-5, 2013.