The DOI matches its Crossref record; 8 of the 8 references it cites were found in a registry or an index.
An experimental comparison of autoregressive and Fourier-based descriptors in 2D shape classification
Abstract
An experimental comparison of shape classification methods based on autoregressive modeling and Fourier descriptors of closed contours is carried out. The performance is evaluated using two independent sets of data: images of letters and airplanes. Silhouette contours are extracted from non-occluded 2D objects rotated, scaled, and translated in 3D space. Several versions of both types of methods are implemented and tested systematically. The comparison clearly shows better performance of Fourier-based methods, especially for images containing noise.>
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Citations
Cites
(1982) · Elsevier eBooks · doi:10.1016/c2009-0-21955-6 · Cited by 4,596
Devijver, P. A., & Kittler, J. (1982) · Prentice-Hall International eBooks · Cited by 2,910
Fourier Descriptors for Plane Closed Curves
Zahn, C. T., & Roskies, R. Z. (1972) · IEEE Transactions on Computers · doi:10.1109/tc.1972.5008949 · Cited by 1,860
Shape Discrimination Using Fourier Descriptors
Persoon, E., & Fu, K.-S. (1977) · IEEE Transactions on Systems, Man, and Cybernetics · doi:10.1109/tsmc.1977.4309681 · Cited by 1,073
Fourier Preprocessing for Hand Print Character Recognition
Granlund, G. H. (1972) · IEEE Transactions on Computers · doi:10.1109/tc.1972.5008926 · Cited by 580
Application of affine-invariant Fourier descriptors to recognition of 3-D objects
Arbter, K., Snyder, W. E., Burkhardt, H., & Hirzinger, G. (1990) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.56206 · Cited by 396
Stochastic models for closed boundary analysis: Representation and reconstruction
Kashyap, R., & Chellappa, R. (1981) · IEEE Transactions on Information Theory · doi:10.1109/tit.1981.1056390 · Cited by 230
An Autoregressive Model Approach to Two-Dimensional Shape Classification
Dubois, S. R., & Glanz, F. H. (1986) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.1986.4767752 · Cited by 214
Cited by
Shape-based retrieval of industrial surface defects using angular radius Fourier descriptor
Kunttu, I., & Lepistö, L. (2007) · IET Image Processing · doi:10.1049/iet-ipr:20060113 · Cited by 34
Metadata
- Authors
- Kauppinen, H., Seppanen, T., & Pietikainen, M.
- Venue
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Published
- 1995
- Volume
- 17
- Issue
- 2
- Pages
- 201-207
- ISSN
- 0162-8828 (ISSN-L)
- OpenAlex
- W2068246225
- Cited by
- 386
- References
- 8
- FWCI
- 4.81
- Type
- journal article
- Language
- en
- Open access
- closed
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- Kauppinen, H., Seppanen, T., & Pietikainen, M. (1995). An experimental comparison of autoregressive and Fourier-based descriptors in 2D shape classification. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/34.368168
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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