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A Novel Super Resolution Algorithm Using Interpolation and LWT Based Denoising Method
Sapan Naik, Viral Borisagar
Pages - 198 - 206 | Revised - 15-07-2012 | Published - 10-08-2012
Published in International Journal of Image Processing (IJIP)
MORE INFORMATION
KEYWORDS
Super Resolution, Interpolation, Wavelet Lifting Scheme
ABSTRACT
Image capturing technique has some limitations and due to that we often get low resolution(LR) images. Super Resolution(SR) is a process by which we can generate High Resolution(HR) image from one or more LR images. Here we have proposed one SR algorithm which take three shifted and noisy LR images and generate HR image using Lifting Wavelet Transform(LWT) based denoising method and Directional Filtering and Data Fusion based Edge-Guided Interpolation Algorithm.
| 1 | Parmar, s. d., gohil, v. k., raviya, m. k. s., & parmar, m. super-resolution-a review. |
| 2 | Narang, A., Narang, G., & Singh, S. (2013, December). Detection of hard exudates in colored retinal fundus images using the Support Vector Machine classifier. In Image and Signal Processing (CISP), 2013 6th International Congress on (Vol. 2, pp. 964-968). IEEE. |
| 3 | BELIM, R. R., & KHANDHAR, D. N. (2013). Efficient Image Super Resolution Algorithm based on LMMSE filter & Interpolation for Natural Images. |
| 4 | Naik, S., & Patel, N. (2013). Single image super resolution in spatial and wavelet domain. arXiv preprint arXiv:1309.2057. |
| 1 | Google Scholar  |
| 2 | CiteSeerX |
| 3 | refSeek |
| 4 | Scribd |
| 5 | SlideShare |
| 6 | PdfSR |
| A.Jensen, A.la Courharbo, “ Ripples in Mathematics : The Discrete Wavelet Transform”, springer,2001. | |
| Ashwini M. Deshpande, Suprava Patnaik, Comparative Study and Qualitative-Quantitative Investigations of Several Motion Deblurring Algorithms,2nd International Conference and workshop on Emerging Trends in Technology (ICWET) 2011,(IJCA),pg 27-34. | |
| Ayers G. R., and Dainty J. C. Iterative blind deconvolution methods and its applications. Optics Letter, vol. 13, no. 7, July 1988. | |
| E.D. Castro, C. Morandi, “Registration of translated and rotated images using finite Fourier transform” , IEEE Transactions on Pattern Analysis and Machine Intelligence 700–703,1987. | |
| Image Types :: Displaying Bit-Mapped Images : (MATLAB®),http://www.mathworks.in/help/techdoc/creating_plots/f2-10709.html | |
| James S. Walker, “Wavelet-based Image Compression” , Sub-chapter of CRC Press book: Transforms and Data Compression. | |
| 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. | |
| Patrick Vandewalle, Luciano Sbaiz, Sabine SÄusstrunk, Martin Vetterli,” Registration of aliased images for super-resolution imaging”, | |
| Patrick Vandewalle, Sabine Susstrunk,Martin Vetterli,” A Frequency Domain Approach to Registration of Aliased Images with Application to Super-resolution”, Hindawi Publishing Corporation,EURASIP Journal on Applied Signal Processing,Volume 2006, Article ID 71459, Pages 1–14. | |
| Ping-Sing Tsai, Tinku Acharya,” Image Up-Sampling Using Discrete Wavelet Transform”, 9th JCIS 2006, 8 to 11 October 2006. | |
| R.Sudhakar, Ms R Karthiga, S.Jayaraman, “Image Compression using Coding of Wavelet Coefficients – A Survey”, ICGST-GVIP Journal, Volume (5), Issue (6), June 2005, pp.25-38. | |
| Rohit Arora, Madan lal Sharma, Nidhika Birla, “An Algorithm for Image Compression Using 2D Wavelet Transform” , International Journal of Engineering Science and Technology (IJEST) ISSN : 0975-5462 Vol. 3 No. 4 Apr 2011 pp. 2758 – 2764. | |
| S. C. Park, M. K. Park, and M. G. Kang, “Super-resolution image reconstruction: A technical review,” IEEE Signal Processing Mag., vol. 20, pp. 21–36, May 2003. | |
| S. Chaudhuri, Ed., Super-Resolution Imaging. Norwell, MA: Kluwer, 2001. | |
| S.P. Kim, N.K. Bose, and H.M. Valenzuela, “Recursive reconstruction of high resolution image from noisy undersampled multiframes,” IEEE Trans.Acoust., Speech, Signal Processing, vol. 38, pp. 1013-1027, June 1990. | |
| Sina Jahanbin, Richard Naething, “Super-resolution Image Reconstuction Performance”, May 16, 2005 | |
| Vinay U. Kale, Nikkoo N. Khalsa, “Performance Evaluation of Various Wavelets for Image Compression of Natural and Artificial Images” ,International Journal of Computer Science & Communication, Vol. 1, No. 1, January-June 2010, pp. 179-184. | |
| www.bearcave.com/misl/misl_tech/wavelets/lifting/basiclift.html | |
Mr. Sapan Naik
- India
sapan_say@yahoo.co.in
Dr. Viral Borisagar
- India
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