Fractal-based classification of natural textures

IEEE Transactions on Industrial Electronics

Volumn 45, Issue 1, 1998, Pages 142-150

  Potlapalli, Harsh ^a   Luo, Ren C ^a,b  

^a NORTH CAROLINA STATE UNIVERSITY   (United States)

^b Engineering Systems Technology Cent   (United States)

Author keywords

Brownian motion; Fractals; Texture classification

Indexed keywords

BROWNIAN MOVEMENT; FRACTALS; IMAGE ANALYSIS; IMAGE SEGMENTATION; MATHEMATICAL MODELS;

FRACTAL BASED TEXTURE CLASSIFICATION; FRACTIONAL BROWNIAN MOTION (FBM);

PATTERN RECOGNITION;

EID: 0031999808     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/41.661315     Document Type: Article

References (20)

1. A. Rosenfeld and M. Thurston, "Edge and curve detection for visua scene analysis," IEEE Trans. Comput., vol. C-20, pp. 562-569, Ma 1971.
2. B. Julesz, "Visual pattern discrimination," IRE Trans. Inform. Theory vol. IT-8, pp. 84-92, Feb. 1962.
3. R. Kashyap and K. Eom, "Texture boundary detection based on the lon correlation model," IEEE Trans. Pattern Anal. Machine Intel!., vol. 11 pp. 58-67, Jan. 1989.
4. R. Haralick, K. Shanmugam, and I. Dinstein, "Textural features fo image classification," IEEE Trans. Syst., Man, Cybern., vol. SMC-3 pp. 610-621, Nov. 1973.
5. K. Laws, "Classification based tracking of objects and materials," SR International, Menlo Park, CA, Tech. Rep. 443, July 1988.
6. R. Kashyap and A. Khotanzad, "A model based method for rotatio invariant texture classification," IEEE Trans. Pattern Anal. Machin Intell., vol. PAMI-8, pp. 472-481, July 1986.
7. B. B. Mandelbrot and J. W. V. Ness, "Fractional Brownian motions fractional noises and applications," SIAM Rev., vol. 10, pp. 422-4137 Oct. 1968.
8. A. P. Pentland, "Fractal-based description of natural scenes," IEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp. 661-674, Nov 1984.
9. C.-C. Chen, J. S. Daponte, and M. D. Fox, "Fractal feature analysis an classification in medical imaging," IEEE Trans. Med. Imag., vol. 8, pp 133-142, June 1989.
10. J. Keller, S. Chen, and R. Crownover, "Texture description and segmentation through fractal geometry," Comput. Vision, Graph. Imag Process., vol. 45, pp. 150-166, 1989.
11. S. Peleg, J. Naor, R. Hartley, and D. Avinir, "Multiple resolution textur analysis and classification," IEEE Trans. Pattern Anal. Machine Intell. vol. PAMI-6, pp. 518-623, July 1984.
12. H. G. E. Hentschel and I. Procaccia, "The infinite number of generalize dimensions of fractals and strange attractors," Physica D, vol. 8D, no 3, pp. 435-444, Sept. 1983.
13. T. Lundahl, W. J. Ohley, S. M. Kay, and R. Siffert, "Fractiona brownian motion: A maximum likelihood estimator and its applicatio to image texture," IEEE Trans. Med. Imag., vol. MI-5, pp. 152-161 Sept. 1986.
14. K. Falconer, Fractal Geometry: Mathematical Foundations and Applications, 1st ed. London, U.K.: Wiley, 1990.
15. H. Potlapalli, "Outdoor landmark recognition using fractal based visio and neutral networks," Ph.D. dissertation, Dep. Elect. Comput. Eng. North Carolina State Univ., Raleigh, NC, 1994.
16. P. Brodatz, Textures: A Photographic Album for Artists and Designers New York: Dover, 1966.
17. H. Loh, "Natural scene description using fractal features," Ph.D. dissertation, Dep. Elect. Comput. Eng., North Carolina State Univ., Raleigh NC, 1991.
18. A. Law and W. Kelton, Simulation Modeling and Analysis. New York McGraw-Hill, 1982.
19. R. Conners, M. Trivedi, and C. Harlow, "Segmentation of a hig resolution urban scene using texture operators," Comput. Graph., Visio Image Process..vol. 25, pp. 273-310, 1984.
20. R. C. Luo and H.-H. Loh, "Natural scene understanding using fracta features," presented at the IEEE Industrial Electronics Conf., Kobe Japan, 1991.