Gray level co-occurrence matrix computation based on haar wavelet

Computer Graphics, Imaging and Visualisation: New Advances, CGIV 2007

Volumn , Issue , 2007, Pages 273-279

  Mokji, M M ^a   Bakar, S A R Abu ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR IMAGE PROCESSING; COMPUTATIONAL GEOMETRY; GRAPHIC METHODS; IMAGE REGISTRATION; MATRIX ALGEBRA; NEURAL NETWORKS; VISUALIZATION; WAVELET TRANSFORMS; WEAR OF MATERIALS;

(1 1 1) ORIENTATION; BRODATZ; CLASSIFICATION PERFORMANCE; COMPUTATION BURDEN; GRAY-LEVEL CO-OCCURRENCE MATRIX (GLCM); HAAR WAVELET TRANSFORMS; HAAR WAVELETS; TEXTURE IMAGES;

COMPUTER GRAPHICS;

EID: 46449112730     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CGIV.2007.45     Document Type: Conference Paper

References (19)

1. J. Weszka, C. Dyer, A. Rosenfeld, "A Comparative Study Of Texture Measures For Terrain Classification" IEEE Trans. SMC-6 (4), pp. 269-285, April 1976.
2. R.W. Conners, CA. Harlow, "A Theoretical Comparison Of Texture Algorithms", IEEE Trans. PAMI-2, pp. 205-222, 1980.
3. D.A. Clausi, M.E. Jernigan, "A fast method to determine co-occurrence texture features", IEEE Trans on Geoscience & Rem. Sens., vol. 36(1), pp. 298-300, 1998.
4. D.A. Clausi, Yongping Zhao, "An advanced computational method to determine co-occurrence probability texture features", IEEE Int. Geoscience and Rem. Sens. Sym, vol. 4, pp. 2453-2455 2002.
5. A.E. Svolos, A. Todd-Pokropek, "Time and space results of dynamic texture feature extraction in MR and CT image analysis", IEEE Trans. on Information Tech. in Biomedicine, vol. 2(2), pp. 48-54, 1998.
6. F. Argenti, L. Alparone, G. Benelli, "Fast algorithms for texture analysis using co-occurrence matrices", IEE Proc on Radar and Signal Processing, vol. 137(6), pp. 443-448, 1990.
7. S. Kiranyaz, M. Gabbouj, "Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases", IEEE Transactions on Multimedia, vol. 9(1), pp. 102-119, 2007.
8. M.A. Tahir, A. Bouridane, F. Kurugollu, A. Amira, "An FPGA based coprocessor for calculating Grey level co-occurrence matrix", IEEE Int. Midwest Symp. on Circuits and Systems, vol. 2, pp. 868-871, 2003.
9. M.A. Tahir, A. Bouridane, F. Kurugollu, A. Amira, "Accelerating the computation of GLCM and Haralick texture features on reconfigurable hardware", Int. Conf. on Image Processing, vol. 5, pp 2857-2860, 2004.
10. A. Baraldi, F. Parmiggiani, "An Investigation Of The Textural Characteristics Associated With GLCM Matrix Statistical Parameters", IEEE Trans. on Geos. and Rem. Sens., vol. 33(2), pp. 293-304, 1995.
11. R. Haralick, K. Shanmugam, I. Dinstein, "Texture Features For Image Classification", IEEE Transaction, SMC-3(6). Pp. 610-621, 1973.
12. N. Otsu, "A Threshold Selection Method from Gray-Level Histogram", IEEE Trans. on System Man Cybernetics, vol. 9(1), pp. 62-66, 1979.
13. P. Gong, J. D. Marceau, and P. J. Howarth, "A comparison of spatial feature extraction algorithms for land-use classification with SPOT HRV data", Proc. Remote Sensing Environ, vol. 40, pp. 137-151, 1992.
14. A. Ukovich, G. Impoco, G. Ramponi, "A tool based on the GLCM to measure the performance of dynamic range reduction algorithms", IEEE Int. Workshop on Imaging Sys. & Techniques, pp. 36-41, 2005.
15. C. Schremmer, "Decomposition strategies for wavelet-based image coding", Int. Symp. on Signal Processing and its Applications, vol. 2, pp. 529-532, 2001.
16. M. Vetterli, "Wavelets and Subband Coding", Prentice Hall PTR, 1995.
17. F.K.-P. Chan, A.W.-C Fu, C Yu, "Haar wavelets for efficient similarity search of time-series: with and without time warping", IEEE Trans. on Knowledge and Data Engineering, vol. 15(3). Pp. 686-705, 2003.
18. S. Theodoridis, K. Koutroumbas, "Pattern Recognition Second Edition", Elsevier, USA, 2003.
19. P. Brodatz, "Textures: a Photographic Album for Artists and Designers", Dover, New York, 1965.