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Articles

Introducing BAT inspired algorithm to improve fractal image compression

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Pages 697-704 | Received 28 Jan 2019, Accepted 24 Jun 2019, Published online: 09 Jul 2019

References

  • Galabov M. (2003). Fractal image compression. International Conference on Computer Systems and Technologies - CompSysTech ‘03; 43(6):320–326.
  • Thanushkodi KG, Bhavani S. Comparison of fractal coding methods for medical image compression. IET Image Process;7(7) 686–693.
  • Selim A, Hadhoud MM, Salem OM. A comparison study between spiral and traditional fractal image compression. 2009 International Conference on Computer Engineering & Systems: 39-44.
  • Jeng JH, Tseng CC, Hsieh JG. Study on Huber fractal image compression. IEEE Trans Image Process. May 2009;18(5):995–1003.
  • Li J, Kuo CCJ. Image compression with a hybrid wavelet-fractal coder. IEEE Trans Image Process. June 1999;8(6):868–874.
  • Han J. Fast fractal image compression using fuzzy classification. 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery: 586-93. DOI:10.1109/FSKD.2008.44.
  • Mitra SK, Murthy C a, Kundu MK. Technique for fractal image compression using genetic algorithm. IEEE Trans Image Process. 1998;7(4):586–593.
  • Li J, Yuan D, Xie Q, et al. Fractal image compression by ant colony algorithm. 2008. The 9th International Conference for Young Computer Scientists: 1890-4. DOI: 10.1109/ICYCS.2008.222.
  • Tseng C-C, Hsieh J-G, Jeng J-H. Fractal image compression using visual-based particle swarm optimization. Image Vis Comput. 2008;26(8):1154–1162.
  • Lu G. Fractal image compression. Signal Process: Image Commun. 1993;5(4):327–343.
  • Hutchinson J. Fractals and self-similarity. Indiana Univ Math J. 1981; 30, 5: 713–747.
  • Barnsley MF, Demko S. Iterated function systems and the global construction of fractals. Proceedings of the Royal Society A: mathematical. Phys Eng Sci. June 1985;399(1817):243–275. doi:10.1098/rspa.1985.0057.
  • Peitgen H-O, Jürgens H, Saupe D. Chaos and fractals. New Frontiers of Science. New York: Springer Science Business Media; 1992; ISBN 978-1-4757-4742-3.
  • Geir EÖ, Skjalg L. Fractal-based image coding with fast decoder convergence. Signal Process. 1994;40(1):105–117.
  • Ho Moon Y, Soon Kim H, Shin Kim Y, et al. A novel fast fractal decoding algorithm. Signal Process, Image Commun. 1999;14(4):325–333. doi:10.1016/s0923-5965(98)00016-2.
  • Moon Y H, Baek K R, Kim Y S, et al. Fast fractal decoding algorithm with convergence criteria. Soc Photo-Opt Instrum Eng. 1997;36(7):1992–1999.
  • Jacquin AE. Image coding based on a fractal theory of iterated contractive image transformations. IEEE Trans Image Process. January 1992;1(1):18–30.
  • Jacquin AE. Fractal image coding: a review. Proceeding IEEE. October 1993;81(10):1451–1465.
  • Thomas L, Deravi F. Region-based fractal image compression using heuristic search. IEEE Trans Image Process. June 1995;4(6):832–838.
  • Cardinal J. Fast fractal compression of greyscale images. IEEE Trans Image Process. January 2001;10(1):159–164.
  • He C, Xu X, Yang J. Fast fractal image encoding using one-norm of normalized block. Chaos Solitons Fractals. 2006;27(5):1178–1186.
  • Tong CS, Pi M. Fast fractal image encoding based on adaptive search. IEEE Trans Image Process. September 2001;10(9):1269–1277.
  • Hartenstein H, Saupe D. Lossless acceleration of fractal image encoding via the fast Fourier transform. Signal Process, Image Commun. 2000;16(4):383–394.
  • Zhang C, Zhou Y, Zhang Z. Fast fractal image encoding based on special image features. Tsinghua Sci Technol. 2007;12(1):58–62.
  • Truong TK, Jeng JH, Reed IS, et al. A fast encoding algorithm for fractal image compression using the DCT inner product. IEEE Trans Image Process. April 2000;9(4):529–535.
  • Lin YL, Wu MS. An edge property-based neighborhood region search strategy for fractal image compression. Comput Math Appl. 2011;62(1):310–318. Doi:10.1016/j.camwa.2011.05.011.
  • Olamaei J, Niknam T, Gharehpetian G. Application of particle swarm optimization for distribution feeder reconfiguration considering distributed generators. Appl Math Comput. 2008;201(1-2):575–586. DOI:10.1016/j.amc.2007.12.053.
  • Gandomi AH, Alavi AH. Multi-stage genetic programming: a new strategy to nonlinear system modeling. Inf Sci (Ny). 2011;181(23):5227–5239. DOI:10.1016/j.ins.2011.07.026.
  • Blum C, Merkle D. (eds). Swarm intelligence: introduction and applications. Natural Computing Series. Springer-Verlag Berlin Heidelberg 2008. ISBN: 978-3-540-74088-9. DOI:10.1007/978-3-540-74089-6_2.
  • Felix T., S. Chan and Manoj Kumar Tiwari (2007): Swarm intelligence, focus on ant and particle swarm optimization, (Ed.), ISBN: 978-3-902613-09-7, InTech,
  • Yang XS. A new metaheuristic bat-inspired algorithm. Stud Comput Intell, 65–74. DOI:10.1007/978-3-642-12538-6_6.
  • Karaboga D. A comparative study of Artificial Bee Colony algorithm. Appl Math Comput. August 2009;214(1):108–132. DOI:10.1016/j.amc.2009.03.090.
  • Martinez C. An ACO algorithm for image compression. Clei Electronic J. December 2006;9(2):1–17. DOI:10.19153/cleiej.9.2.1.
  • Chakrapani Y, Soundararajan K. Genetic algorithm applied to fractal image compression. ARPN J Eng Appl Sci. February 2009;4(1):53–58.
  • Xing-yuan W, Fan-ping L, Shu-guo W. Fractal image compression based on spatial correlation and hybrid genetic algorithm. J Vis Commun Image Represent. November 2009;20(8):505–510. DOI:10.1016/j.jvcir.2009.07.002.
  • Chakrapani Y, Soundararajan K. Implementation of fractal image compression employing particle swarm optimization. ISSN 1 746-7233, England, UK World J Model Simul. 2010, 6, 1: 40-46.
  • Al-Bundi SS, Al-Saidi NMG, Al-Jawari NJ. Crowding optimization method to improve fractal image compressions based iterated function systems. Int J Adv Comput Sci Appl. 2016;7(7):392–401.
  • Al-Saidi NMG, Al-Bundi SS, Al-Jawari NJ. An improved harmony search algorithm for reducing computational time of fractal image coding. J Theor Appl Inf Technol. 2017;95(8):1669–1678.
  • Menassel R, Nini B, Mekhaznia T. An improved fractal image compression using wolf pack algorithm. J Exp Theor Artif Intell. 2018;30(3):429–439. DOI:10.1080/0952813X.2017.1409281.
  • Kalunge VV, Varunakshi B. Time optimization of fractal image compression by using genetic algorithm. Int J Eng Res Technol (IJERT). 2012;1(10):1–5.
  • Wang X-Y, Zhang D-D. Discrete wavelet transform-based simple range classification strategies for fractal image coding. Nonlinear Dyn. 2014;75(3):439–448.
  • Wang X-Y, Zhang D-D, Wei N. Fractal image coding algorithm using particle swarm optimization and hybrid Quadtree partition scheme. IET Image Proc. 2015;9(2):153–161.
  • Muruganandhama A, Banu W. Adaptive fractal image compression using PSO. Procedia Comput Sci. 2010;2:338–344. DOI:10.1016/j.procs.2010.11.044.

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