Wavelet transform-based locally orderless images for texture segmentation

Pattern Recognition Letters

Volumn 24, Issue 15, 2003, Pages 2633-2650

  Bashar, M K ^a   Matsumoto, T ^a   Ohnishi, N ^a  

^a NAGOYA UNIVERSITY   (Japan)

Author keywords

Locally orderless images; Segmentation; Texture; Wavelet transform

Indexed keywords

IMAGE PROCESSING; MATRIX ALGEBRA; TEXTURES; WAVELET TRANSFORMS;

TEXTURE ANALYSIS;

PATTERN RECOGNITION;

IMAGE PROCESSING; PATTERN RECOGNITION; TEXTURE; WAVELET ANALYSIS;

EID: 0042329768     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(03)00107-7     Document Type: Article

References (25)

1. Balmelli, L., Mojsilovic, A., 1999. Wavelet domain features for texture description, classification and replicability analysis. In: Proceedings of IEEE International Conference on Image Processing (ICIP), vol. 4, October, pp. 440-444
2. Bashar M.K. Ohnishi N. Integrating cortex transform and brightness based features for multi-texture classification J. Inst. Image Inform. Telev. Eng. 56 11 2002 1769-1778
3. Brodatz P. Textures: A Photographic Album for Artists and Designers 1966 Dover New York
4. Dunn D. Higgins W.E. Optimal Gabor filters for texture segmentation IEEE Trans. Image Process. 4 7 1995 947-963
5. Farrokhnia, F., 1990. Multi-channel filtering techniques for texture segmentation and surface quality inspection. Ph.D. thesis, Michigan State University
6. Haralick R.M. Shanmugam K. Dinstein I. Textural features for image classification IEEE Trans. Systems Man Cybernat. SMC-3 1973 610-621
7. Jain A.K. Farrokhnia F. Unsupervised texture segmentation using Gabor filters Pattern Recognition 24 12 1991 1167-1186
8. Koenderink J.J. Van Doorn A.J. The structure of locally orderless images Internat. J. Comput. Vision 31 2/3 1999 159-168
9. Laine A. Fan J. Texture classification by wavelet packet signature IEEE Trans. Pattern Anal. Machine Intell. 15 11 1993 1186-1191
10. Lee K.L. Chen L.H. Unsupervised texture segmentation by determining the interior of texture regions based on wavelet transform Internat. J. Pattern Recognition Artificial Intell. 15 8 2001 1231-1250
11. Lu C.S. Chung P.C. Chen C.F. Unsupervised texture segmentation via wavelet transform Pattern Recognition 30 5 1997 729-742
12. Ma W.Y. Manjunath B.S. A Comparison of wavelet transform features for texture image annotation IEEE Internat. Conf. Image Process. (ICIP) 1995 256-259
13. Manjunath B.S. Ma W.Y. Texture feature for browsing and retrieval of large image data IEEE Trans. Pattern Anal. Machine Intell. 18 8 1996 837-842
14. MIT Vision and Modelling Group, 1998. http://www.media.mit.edu/vismod/
15. Nestares O. Navarro R. Portilla J. Tabernero A. Efficient spatial-domain implementation of a multi-scale image representation based on Gabor functions J. Electron. Imaging 7 1998 166-173
16. Portilla J. Navarro R. Nestares O. Tabernero A. Texture synthesis-by-analysis based on a multi-scale early vision model Optical Engrg. 35 1996 2403-2417
17. Randen T. Husoy J.H. Filtering for texture classification IEEE Trans. Pattern Anal. Machine Intell. 21 4 1999 291-310
18. Sahiner B. Yagle A.E. Region of interest tomography using the wavelet transform and angular harmonics Signal Processing Letters 1 9 1994 134-135
19. Shin D.-K. Kim H.-S. Chung T.-Y. Park S.-H. Image retrieval using VQ based local modified Gabor feature IEICE Trans. Inf. Syst. E85-D 8 2002 1349-1353
20. Tsai, D.-Y., Lee, Y., Sekiya, M., Kojima, K., 2002. Digital chest image enhancement using wavelet-coefficient mapping functions. In: Proceedings of the IASTED International Conference on Visualization, Imaging, and Image Processing, September 9-12, pp. 324-329
21. Tuceryan M. Jain A.K. Texture analysis Chen C.H. Pau L.F. Wang P.S.P. Handbook Pattern Recognition and Computer Vision 1993 235-276 World Scientific Singapore (ch.2)
22. Turner M. Texture discrimination by Gabor functions Biol. Cyber. 55 1986 71-82
23. Unser M. Texture classification and segmentation using wavelet frames IEEE Trans. Image Process. 4 1995 1549-1560
24. van Ginneken, B., 2001. Computer-aided diagnosis in chest radiography. Ph.D. thesis, Image Sciences Institute, Utrecht University, Netherlands
25. Watson A.B. The cortex transform: Rapid computation of simulated neural images Comput. Vision Graphics Image Process. 39 1987 311-327