A new self-organizing neural model for invariant pattern recognition

Pattern Recognition

Volumn 29, Issue 4, 1996, Pages 677-687

  Wang, Shuenn Shyang ^a   Lin, Wen Gou ^a  

^a TATUNG INSTITUTE OF TECHNOLOGY   (Taiwan)

Author keywords

Feature extraction; Invariant pattern recognition; Neural model; Position normalization; Rotation normalization; Scale normalization

Indexed keywords

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; IMAGE PROCESSING; INVARIANCE; PATTERN RECOGNITION; PATTERN RECOGNITION SYSTEMS;

FEATURE DETECTION; FEATURE EXTRACTION LAYERS; INVARIANT PATTERN RECOGNITION; NEURAL MODEL; POSITION NORMALIZATION; ROTATION NORMALIZATION;

NEURAL NETWORKS;

EID: 0030126314     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/0031-3203(95)00112-3     Document Type: Article

References (10)

1. S. O. Belkasim, M. Shridhar and M. Ahmadi, Pattern recognition with moment invariants: a comparative study and new results, Pattern Recognition 24, 1117-1138 (1991).
2. G. P. R. Sarvarayudu and I. K. Sethi, Walsh descriptor for polygonal curves, Pattern Recognition 16, 327-336 (1983).
3. R. L. Kashyap and R. Chellappa, Stochastic models for closed boundary analysis: representation and reconstruction, IEEE Trans. Inf. Theory 27, 627-637 (1981).
4. T. R. Crimmins, A complete set of Fourier descriptors for two-dimensional shapes, IEEE Trans. SMC 12, 848-855 (1982).
5. K. Fukushima, Analysis of the process of visual recognition by the neocognition, Neural Networks 2, 413-420 (1989).
6. M. Ohta, Y. Anza and S. Yoneda, A neural network with a mechanism for detecting and zooming, Int. J. Electron. 73, 447-459 (1992).
7. B. Widrow, R. G. Winter and R. A. Baxter, Layered neural nets for pattern recognition, IEEE Trans. Acoust, Speech Signal Process. 36, 1109-1118 (1988).
8. N. Srinivasa and M. Jouaneh, A neural network for invariant pattern recognition, IEEE Trans. Signal Process. 40, 1595-1599 (1992).
9. M. Fukumi, S. Omatu, F. Takeda and T. Kosaka, Rotation-invariant neural pattern recognition system with application to coin recognition, IEEE Trans. Neural Networks 3, 272-279 (1992).
10. A. Mitchell and J. K. Aggarwal, Contour registration by shape-specific points for shape matching, Comput. Vis. Graphics Image Process. 22, 396-408 (1983).