Image texture segmentation with Ant Colony Systems

First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

Volumn , Issue , 2006, Pages 652-655

  Lai, Mei Shin ^a   Huang, Hsiang Cheh ^a   Chu, Shu An ^b   Huang, Yu Hsiu ^b   Huang, Kuang Chih ^b  

^a NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

^b CHENG SHIU UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION SATELLITES; COMPUTATIONAL METHODS; EXTRACTION; FEATURE EXTRACTION; FREQUENCY BANDS; IMAGE SEGMENTATION; MICROFLUIDICS; PAPER; PATTERN RECOGNITION; SOLVENT EXTRACTION; VECTORS;

ANT COLONY SYSTEM (ACS); CHARACTERISTIC VECTORS; HIGH FREQUENCY (HF) BANDS; IMAGE PATTERN RECOGNITION; IMAGE TEXTURE SEGMENTATION; INTERNATIONAL CONFERENCES; MEAN VARIANCE (MV); PRACTICAL APPLICATIONS; SIMULATION RESULTS; SUBBANDS (SB); TEXTURE IMAGES; TEXTURE SEGMENTATION; WAVELET COEFFICIENTS;

TEXTURES;

EID: 45849125425     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2006.97     Document Type: Conference Paper

References (12)

1. A. K. Jain and F. Farrokhnia, "Unsupervised Texture Segmentation using Gabor Filters," Pattern Recognition, vol. 24, pp. 1167-1186, 1991.
2. J. W. Wang "Multiwavelet Packet Transforms with Application to Texture Segmentation," Electronics Letters, vol. 38, no. 18, pp. 1021-1023, Aug. 2002.
3. M. Unser, "Texture Classification and Segmentation Using Wavelet Frames," IEEE Trans. Image Processing, vol. 4, no. 11, pp. 1549-1560, Nov. 1995.
4. X. Y. Zeng, Y. W. Chen, Z. Nakao and H. Q. Lu, "A New Texture Feature Based on PCA Pattern Maps and Its Application to Image Retrieval," IEICE Trans. Inf. & Syst., vol. E86-D, no.5, pp. 929-936, May 2003
5. J. S. Pan and J. W. Wang, "Texture Segmentation Using Separable and Non-Separable Wavelet Frames," IEICE Trans. Fundamentals, vol. E82-A, no.8, pp. 1463-1474, Aug. 1999.
6. nd Int'l Conf. on Machine Learning and Cyberntics, pp.3172-3177, 2003.
7. R. M. Haralick, K. Shanmugam, and I. Dinstein, "Textureal Features for Image Classification," IEEE Trans. Systems Man and Cybernetics, vol. 3, pp. 610-621, 1973.
8. L. S. Ng, M. S. Nixon, and J. N. Carter. "Texture Classification Using Combined Feature Sets," IEEE Southwest Symp. Image Anal. Interp., pp.103-108. 1998.
9. M. Dorigo, V. Maniezzo, and A. Colorni, "Ant System: Optimization by a Colony of Cooperating Agents," IEEE Trans. Systems, Man, and Cybernetics - Part B: Cybernetics, vol. 26, no. 1, pp. 29-41, 1996.
10. M. Dorigo and L. M. Gambardella, "Ant Colony System: A Cooperative Learning Approach to the Traveling Salesman Problem," IEEE Trans. Evolutionary Computation, vol. 1, no. 1, pp. 53-66, Apr. 1997
11. S. Ouadfel and M. Batouche, "Unsupervised Image Segmentation Using a Colony of Cooperating Ant," Lecture Notes in Computer Science (LNCS), vol. 2525, pp. 109-116, Springer-Verlag, 2002.
12. C. M. Bishop, Neural Networks for Pattern Recognition, Oxford University Press, 1995.