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Evaluation of Different Image Interpolation Algorithms

by Ankit Prajapati, Sapan Naik, Sheetal Mehta
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 58 - Number 12
Year of Publication: 2012
Authors: Ankit Prajapati, Sapan Naik, Sheetal Mehta
10.5120/9332-3638

Ankit Prajapati, Sapan Naik, Sheetal Mehta . Evaluation of Different Image Interpolation Algorithms. International Journal of Computer Applications. 58, 12 ( November 2012), 6-12. DOI=10.5120/9332-3638

@article{ 10.5120/9332-3638,
author = { Ankit Prajapati, Sapan Naik, Sheetal Mehta },
title = { Evaluation of Different Image Interpolation Algorithms },
journal = { International Journal of Computer Applications },
issue_date = { November 2012 },
volume = { 58 },
number = { 12 },
month = { November },
year = { 2012 },
issn = { 0975-8887 },
pages = { 6-12 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume58/number12/9332-3638/ },
doi = { 10.5120/9332-3638 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:02:17.776501+05:30
%A Ankit Prajapati
%A Sapan Naik
%A Sheetal Mehta
%T Evaluation of Different Image Interpolation Algorithms
%J International Journal of Computer Applications
%@ 0975-8887
%V 58
%N 12
%P 6-12
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Interpolation is the process of transferring image from one resolution to another without losing image quality. In Image processing field, image interpolation is very important function for doing zooming, enhancement of image, resizing any many more. Here in this paper, we have reviewed different interpolation algorithms. We have implemented all reviewed interpolation algorithms and done comparison of all.

References
  1. Adobe® CS2 software. (http://www. adobe. com/products/photoshop/)
  2. D. Kirk, Graphics Gems III (IBM Version), Academic Press, San Diego, CA, 1992.
  3. G. Sharma and H. J. Trussell, Digital Color Imaging, IEEE Transactions on Image Processing, 6 (7) (1997) 901-932.
  4. Image Types :: Displaying Bit-Mapped Images : (MATLAB®),http://www. mathworks. in/help/techdoc/creating_plots/f2-10709. html
  5. Lei Zhang, Xiaolin Wu, "An Edge-Guided Image Interpolation Algorithm via Directional Filtering and Data Fusion", IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 15, NO. 8, AUGUST 2006.
  6. Liyakathunisa & C. N. Ravi Kumar, "A Novel and Efficient Lifting Scheme based Super Resolution Reconstruction for Early Detection of Cancer in Low Resolution Mammogram Images", International Journal of Biometrics and Bioinformatics (IJBB), Volume (5) : Issue (2) : 2011.
  7. M. D. Fairchild, Color Appearance Models, Reading, MA: Addison Wesley, 1997.
  8. P. Thevenaz, T. Blu and M. Unser, "Image Interpolation and Resampling," Handbook of Medical Imaging, Processing and Analysis, pp. 393-420, 2000.
  9. Ping-Sing Tsai, Tinku Acharya," Image Up-Sampling Using Discrete Wavelet Transform", 9th JCIS 2006, 8 to 11 October 2006.
  10. Recommendations on Uniform Color Spaces, Color Difference Equations, Psychometric Color Terms, C. I. E, Supplement no. 2 to CIE publication no. 15(E. -l 31) 1971/(TC-1. 3), 1978.
  11. sapan Naik, Viral Borisagar, " Super-Resolution using Interpolation and Wavelet lifting scheme" , IJCA journals, VOL 40, 2012.
  12. Sapan Naik, Viral Borisagar," A novel Super Resolution Algorithm using Interpolation and LWT based denoising method ", IJIP journal, VOL. 6, issue 4,2012.
  13. T. Acharya and A. K. Ray, Image Processing: Principles and Applications, John Wiley & Sons, Inc. , Hoboken, NJ, 2005.
  14. T. Lehmann, C. Gonner, and K. Spetzer, "Survey: Interpolation Methods in Medical Image Processing," IEEE Trans. Med. Imaging, 18:1049-1067,1999.
  15. www. mathwork. com
  16. www. wikipedia. com
  17. Xiao-feng Wang, He-fei Ling, "An Edge-Adaptive Interpolation Algorithm for Super-Resolution Reconstruction", 2010 International Conference on Multimedia Information Networking and Security.
  18. Chunmei Liu, Lei Xu, "A New Image Interpolation Algorithm Based on Pulse-Coupled Neural Networks", 2011 International Conference on Computational and Information Sciences.
  19. Sanjay Kumar Maurya, Pavan Kumar Mishra, "Image Enhancement by Intensity Based Interpolation and Selective Threshold", 2012 International Conference on Communication Systems and Network Technologies.
  20. Bing Yang, Zhiyong Gao, Xiaoyun Zhang, "Principal Components Analysis-Based Edge-Directed Image Interpolation", 2012 IEEE International Conference on Multimedia and Expo (ICME).
Index Terms

Computer Science
Information Sciences

Keywords

Interpolation DWT Filtering

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