A new box-counting method for estimation of image fractal dimension

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 3029-3032

  Li, Jian ^a   Sun, Caixin ^a   Du, Qian ^b  

^a CHONGQING UNIVERSITY   (China)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Image classification; Image segmentation

Indexed keywords

BOX-COUNTING; BOX-COUNTING METHOD; BRODATZ TEXTURES; COMPLEX OBJECTS; EFFECTIVE MEASURES; IMAGE PLANE; SHAPE RECOGNITION; SIMULATED IMAGES;

FRACTAL DIMENSION; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGING SYSTEMS; PARTIAL DISCHARGES;

IMAGE SEGMENTATION;

EID: 49049105737     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.313005     Document Type: Conference Paper

References (9)

1. B. B. Chaudhuri and N. Sarker. "Texture segmentation using fractal dimension," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 17, no. 1, pp. 72-77, 1995.
2. G. Neil and K. M. Curtis. "Shape recognition using fractal dimension," Pattern Recognition, vol. 30, no. 12, pp. 1957-1969, 1997.
3. G. Wu, D. Liang, and Y. Tian, "Texture image segmentation using fractal dimension," Chinese Journal of Computers, vol. 22, no.10, pp.1109-1113, 1999.
4. N. Sarker and B. B. Chaudhuri. "An efficient differential dox-counting approach to compute fractal dimension of image," IEEE Trans. Systems, Man, and Cybernetics, vol. 24, no.1, pp.115-120, 1994.
5. S. Peleg, J. Naor, R. Hartley, and D. Avnir, "Multiple resolution texture analysis and classification," IEEE Trans. Pattern Anal. Machine Intell., vol. 6, pp.518-523, 1984.
6. A. P. Pentland, "Fractal based description of natural scenes," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-6, pp.661-674, 1984.
7. J. Keller, R. Crownover, and S. Chen, "Texture description and segmentation through fractal geometry," CVGIP, vol. 45, pp. 150-160, 1989.
8. W. Xie, W. Xie, "Fractal-based analysis of time series data and features extraction," Signal Processing, vol.13, no.2, pp.98-104, 1997
9. D. Wang and L. Cao, Chaos, fractal and their application, Chinese Science & Technology Univ. Press, 1995.