Wavelet texture analysis in process industries

다국어 초록 (Multilingual Abstract)

Wavelet texture analysis has been applied to solve many problems in process industries as well as in other industries. In solving problems from process industries however, its potentials have never been explored to the full extent yet. This is not only because techniques used in wavelet texture analysis are still unfamiliar to researchers and practitioners in process industries, but also because characteristics of the scenes displayed by the images in process industries are difficult to analyze: products and processes in process industries mostly have stochastic outside appearance.
The purpose of this article is to give an overview of state-of-the-art methods in wavelet texture analysis through an illustrative example from process industries.

참고문헌 (Reference)

1 R.M. Haralick, 3 : 610-, 1973

2 A. Biem, 45 : 500-, 1997

3 B. Walczak, 38 (38): 39-, 1997

4 M. Cocchi, 57 (57): 97-, 2001

5 N. Kwak, 30 (30): 1672-, 2008

6 R. A. Fisher, 7 (7): 179-, 1936

7 J. J. Liu, 46 (46): 5152-, 2007

8 A. Laine, 15 : 1186-, 1995

9 S.G. Mallat, 11 : 674-, 1989

10 Y. Mallet, 19 : 1058-, 1997

11 D. Kim, 48 (48): 2590-, 2009

12 J. J. Liu, 18 (18): 65-, 2005

13 J. J. Liu, 21 (21): 642-, 2008

14 J. J. Liu, 16 (16): 374-, 2006

15 J. J. Liu, 44 : 4687-, 2005

16 S. Garcia-Munoz, 395 : 104-, 2010

17 R. Gosselin, 2010

18 M. S. Reis, 95 : 129-, 2009

19 M. Bharati, 72 (72): 57-, 2004

20 B. Julesz, 232 (232): 34-, 1975

21 R. P.W. Duin, 23 : 762-, 2001

22 D. C. He, 25 : 391-, 1991

23 C. Sun, 23 : 341-, 1983

24 G. Cross, 5 : 25-, 1983

25 J. M. Keller, 45 : 150-, 1989

26 T. Chang, 2 : 429-, 1993

27 K. Etdmad, 7 : 1453-, 1998

28 J.G. Daugman, "in Computational Neuroscience" MIT Press 1988

29 G. Van De Wouer, "Wavelets for multiscale texture analysis" University of Antwerp 1998

30 M. Vetterli, "Wavelets and subband coding" Prentice Hall 1995

31 M. D. Levine, "Vision in man and machine" McGraw-Hill Inc 1985

32 J. J. Liu, "Machine vision for process industries: Monitoring, control and optimization of visual quality of processes and products" McMaster University 2004

33 S. Livens, "Image analysis for material characterization" University of Antwerp 1998

34 "IEEE Standard 610.4"

35 M. Tuceryan, "Handbook of pattern recognition and computer vision" World Scientific Publishing 1998

36 T. Randen, "Filter and filter bank design for image texture recognition" NTNU 1997

37 R.C. Gonzalez, "Digital image processing" Addison- Wesley 1993

38 A. Materka, "COST B11 Report, Technical University of Lodz" Institute of Electronics 1998