Coarse-to-fine planar object identification using invariant curve features and B-spline modeling

Pattern Recognition

Volumn 33, Issue 9, 2000, Pages 1411-1422

  Gu, Yu Hua ^a   Tjahjadi, Tardi ^b  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b UNIVERSITY OF WARWICK   (United Kingdom)

Author keywords

B splines; Curve matching; Dissimilar measures; Feature extraction; Object recognition

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTATIONAL GEOMETRY; COMPUTATIONAL METHODS; COMPUTER GRAPHICS; ERROR ANALYSIS; FEATURE EXTRACTION; FOURIER TRANSFORMS; INTERPOLATION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PATTERN MATCHING;

COARSE TO FINE PLANAR OBJECT IDENTIFICATION; CURVE MATCHING; INVARIANT CURVE FEATURES; MINIMUM MEAN SQUARED ERROR; ROBUST POINT INTERPOLATION;

OBJECT RECOGNITION;

EID: 0033706075     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(99)00131-4     Document Type: Article

References (29)

1. Sullivan G. Visual interpretation of known objects in constrained scenes. Philos. Trans. Roy. Soc. Lond. B. 337:1992;361-370.
2. Wu X., Bhanu B. Gabor wavelet representation for 3-D object recognition. IEEE Trans. Image Process. 6(1):1997;47-64.
3. Nelson R.C., Aloimonos J. Obstacle avoidance using flow field divergence. IEEE Trans. Pattern Anal. Mach. Intell. 11(10):1989;1102-1106.
4. Mailloux G.E., Langlois F., Simard P.L., Bertrand M. Restoration of the velocity field of the heart from two-dimensional echocardiograms. IEEE Trans. Med. Imaging. 8(2):1989;143-153.
5. Gee A., Cipolla R. Fast visual tracking by temporal consensus. Image Vision Comput. 14(2):1994;105-114.
6. Pavlovic V.I., Sharma R., Huang T.S. Visual interpretation of hand gestures for human-computer interpretation. a review IEEE Trans. Pattern Anal. Mach. Intell. 19:1997;667-695.
7. Manjunath B.S., Ma W.A. Texture features for browsing and retrieval of image data. IEEE Trans. Pattern Anal. Mach. Intell. 18:1997;837-842.
8. Musmann H.G., Hotter M., Ostermann J. Object-oriented analysis-synthesis coding of moving images. Signal Process. Image Commun. 1(2):1989;117-138.
9. Chellappa R., Girod B., Munson D.C. Jr., Tekalp M., Vetterli M. The past, present and future of image and multidimensional signal processing. IEEE SP Mag. 15(2):1998;21-58.
10. Torres L., Kunt M. Video Coding. The 2nd Generation Approach:1996;Kluwer Academic Publisher, Dordrecht.
11. Weng J., Ahuja N., Huang T.S. Motion and structure from point correspondences with error estimation. Planar surfaces IEEE Trans. Signal Process. 39(12):1991;2691-2717.
12. Kamgar-Parsi B., Kamgar-Parsi B. Matching sets of 3D line segments with application to polygonal arc matching. IEEE Trans. Pattern Anal. Mach. Intell. 19:1997;1090-1099.
13. Kamgar-Pasi B., Magalit A., Rosenfeld A. Matching general polygonal arcs. CVGIP: Image Understanding. 53:1991;227-234.
14. Persoon E., Fu K.S. Shape discrimination using Fourier descriptors. IEEE Trans. Systems Man Cybernet. 7:1977;170-179.
15. Cohen F.S., Huang Z., Yang Z. Invariant matching and identification of curves using B-spline curve representation. IEEE Trans. Image Process. 4:1995;1-10.
16. Cohen F.S., Wang J. Modeling image curves using invariant 3D object curve models - a path to 3D recognition and shape estimation from image contours. IEEE Trans. Pattern Anal. Mach. Intell. 16:1994;1-23.
17. Paulik M.J., Das M., Loh N.K. Nonstationary autoregressive modeling of object contours. IEEE Trans. Signal Process. 40:1992;660-675.
18. Flusser J., Suk T. Pattern recognition by affine moment invariants. Pattern Recognition. 26:1993;167-174.
19. Besl P.J., Jain R.C. 3D object recognition. Comput. Surv. 17(1):1985;75-145.
20. A.L.N. Fred, J.S. Marques, P.M. Jorge, Hidden Markov models vs syntactic modeling in object recognition, Proceedings of International Conference on Image Processing (ICIP '97), 1997, pp. 893-896.
21. Tueng Q.M., Boles W.W. Wavelet-based affine invariant representation. a tool for recognizing planar objects in 3D space IEEE Trans. Pattern Anal. Mach. Intell. 19:1997;846-857.
22. de Boor C. A practical guide to splines, Applied Mathematical Sciences. vol. 27:1978;Springer, Berlin.
23. Arbter K., Snyder W.E., Burkhardr H., Hirzinger G. Application of affine-invariant Fourier descriptors to recognition of 3D objects. IEEE Trans. Pattern Anal. Mach. Intell. 12:1990;452-459.
24. Cyganski D., Vaz R.F. A linear signal decomposition approach to affine invariant contour identification. Proc. SPIE: Intell. Robots Comput. Vision X. 1607:1991;98-109.
25. Rogers D.F., Adames J.A. Mathematical Elements for Computer Graphics. 1990;McGraw-Hill Publishing Company, New York.
26. Cohen F.S., Wang J. Modeling image curve using invariant 3-D object curve models - a path to 3-D recognition and shape estimation from image contours. IEEE Trans. Pattern Anal. Mach. Intell. 16:1994;1-12.
27. Gu Y.H. Adaptive multiresolution Hermite-Binomial filters for image edge and texture analysis. Proc. SPIE. 2308:1994;748-759.
28. Liang K.H., Tjahjadi T., Yang Y.H. Bounded diffusion for multiscale edge detection using regularized cubic B-spline fitting. IEEE Trans. Systems Man Cybernet. 29(2):1999;291-297.
29. Chen B.D., Siy P. Forward/backward contour tracing with feedback. IEEE Trans. Pattern Anal. Mach. Intell. 9:1987;438-446.