Multiscale fourier descriptors for defect image retrieval

Pattern Recognition Letters

Volumn 27, Issue 2, 2006, Pages 123-132

  Kunttu, Iivari ^a   Lepistö, Leena ^a   Rauhamaa, Juhani ^b   Visa, Ari ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b ABB OY   (Finland)

Author keywords

Fourier descriptor; Multiresolution shape description; Shape classification; Shape retrieval

Indexed keywords

CLASSIFICATION (OF INFORMATION); FOURIER TRANSFORMS; PATTERN RECOGNITION;

FOURIER DESCRIPTOR; IMAGE CLASSIFICATION; MULTIRESOLUTION SHAPE DESCRIPTION; SHAPE CLASSIFICATION;

IMAGE RETRIEVAL;

EID: 27844566279     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2005.08.022     Document Type: Article

References (30)

1. R. Baeza-Yates, and B. Ribeiro-Neto Modern Information Retrieval 1999 ACM Press, Addison-Wesley New York
2. M. Bober MPEG-7 Visual Shape Descriptors IEEE Trans. Circuits Systems Video Technol. 11 6 2001 716 719
3. C.K. Chui An Introduction to Wavelets 1992 Academic Press San Diego
4. L.F. Costa, and R.M. Cesar Shape Analysis and Classification, Theory and Practice 2001 CRC Press Boca Raton, Florida
5. A. Del Bimbo Visual Information Retrieval 2001 Morgan Kaufmann Publishers San Fransisco
6. S.R. Dubois, and F.H. Glanz An autoregressive model approach to two-dimensional shape classification IEEE Trans. Pattern Anal. Machine Intell. 8 1986 55 66
7. H. Freeman, and L.S. Davis A corner finding algorithm for chain coded curves IEEE Trans. Comput. 26 1977 297 303
8. R.C. Gonzalez, and R.E. Woods Digital Image Processing 1993 Addison Wesley
9. G.H. Granlund Fourier preprocessing for hand print character recognition IEEE Trans. Comput. C-21 2 1972 195 201
10. M.K. Hu Visual pattern recognition by moment invariants IRE Trans. Inf. Theory IT-8 1962 179 187
11. Iivarinen, J., Visa, A., 1998. An adaptive texture and shape based defect classification. Proc. 14th Internat. Conf. on Pattern Recognition, Vol. 1, pp. 117-122.
12. H. Kauppinen, T. Seppänen, and M. Pietikäinen An experimental comparison of autoregressive and Fourier-based descriptors in 2D shape classification IEEE Trans. Pattern Anal. Machine Intell. 17 2 1995 201 207
13. H. Kim, and J. Kim Region-based shape descriptor invariant to rotation, scale and translation Signal Process. Image Comm. 16 1 2000 87 93
14. Kunttu, I., Lepistö, L., Rauhamaa, J., Visa, A., 2003. Multiscale Fourier descriptor for shape classification. Proc. of 12th Internat. Conf. on Image Analysis and Processing, pp. 536-541.
15. Kunttu, I., Lepistö, L., Rauhamaa, J., Visa, A., 2004. Multiscale Fourier descriptor for shape-based image retrieval. Proc. of 17th Internat. Conf. of Pattern Recognition, Vol. 2, pp. 765-768.
16. S. Loncaric A survey of shape analysis techniques Pattern Recognition 31 8 1998 983 1001
17. B.S. Manjunath, P. Salembier, and T. Sikora Introduction to MPEG-7 Multimedia Content Description Interface 2002 John Wiley and Sons UK
18. B.M. Mehtre, M.S. Kankanhalli, and W.F. Lee Shape measures for content based image retrieval: a comparison Inf. Process. Manage. 33 3 1997 319 337
19. M. Misiti, Y. Misiti, G. Oppenheim, and J.-M. Poggi Wavelet Toolbox for Use with Matlab 2001 Mathworks Inc
20. F. Mokhtarian Silhouette-based isolated object recognition through curvature scale space IEEE Trans. Pattern Anal. Machine Intell. 17 5 1995 539 544
21. F. Mokhtarian, and A.K. Mackworth Scale-based description and recognition of planar curves and two-dimensional shapes IEEE Trans. Pattern Anal. Machine Intell. 8 1 1986 34 43
22. E. Persoon, and K. Fu Shape discrimination using Fourier descriptors IEEE Trans. Systems Man Cyber. 7 1977 170 179
23. Rauhamaa, J., Reinius, R., 2002. Paper web imaging with advanced defect classification. Proc. 2002 TAPPI Technology Summit.
24. M.R. Teague Image analysis via the general theory of moments J. Opt. Soc. Amer. 70 8 1980 920 930
25. A. Teolis Computational Signal Processing with Wavelets 1998 Birkhauser
26. Q.M. Tieng, and W.W. Boles Recognition of 2D object contours using the wavelet transform zero-crossing representation IEEE Trans. Pattern Anal. Machine Intell. 19 8 1997 910 916
27. H.S. Yang, S.U. Lee, and K.M. Lee Recognition of 2D object contours using starting-point-independent wavelet coefficient matching J. Vis. Comm. Image Represent. 9 2 1998 171 181
28. D.S. Zhang, and G. Lu A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval J. Vis. Comm. Image Represent. 14 1 2003 41 60
29. D.S. Zhang, and G. Lu Evaluation of MPEG-7 shape descriptors against other shape descriptors Multimedia Syst. 9 1 2003 15 30
30. D.S. Zhang, and G. Lu Review of shape representation and description techniques Pattern Recognition 37 1 2004 1 19