Computer vision-based shape-classification system using image projection and a neural network

International Journal of Advanced Manufacturing Technology

Volumn 15, Issue 11, 1999, Pages 843-850

  Hou, Tung Hsu ^a   Pern, Ming Der ^a  

^a NATIONAL YUNLIN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; COMPUTER VISION; FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE CODING; NEURAL NETWORKS;

BINARY CODING REPRESENTATION METHODS; COMPUTER VISION-BASED SHAPE-RECOGNITION SYSTEMS; HISTOGRAMS;

COMPUTER INTEGRATED MANUFACTURING;

EID: 0033350030     PISSN: 02683768     EISSN: None     Source Type: Journal    
DOI: 10.1007/s001700050141     Document Type: Article

References (15)

1. R. Horaud, S. Olympieff and J. P. Charras, "Shape and position recognition of mechanical parts from their outlines" The First International Conference on Robot Vision and Sensory Controls, pp. 125-134, 1981.
2. L. Gupta and M. D. Srinath, "Contour sequence moments for the classification of closed planar shapes", Pattern Recognition, 20(3), pp. 267-272, 1987.
3. A. Amin and W. H. Wilson, "Hand-printed character recognition system using artificial neural networks", Proceedings of the Second International Conference on Document Analysis and Recognition, pp. 943-946, 1993.
4. L. P. Cordella, C. D. Stefano and M. Vento, "A neural network classifier for OCR using structural descriptions", Machine Vision and Applications, pp. 336-342, 1995.
5. H. Kim and K. Nam, "Object recognition of one-DOF tools by a back-propagation neural net", IEEE Transactions on Neural Networks, 6(2), pp. 484-487, 1995.
6. P. Breuer and M. Vajta, "Structural character recognition by forming projections", Problems of Control and Information Theory, 4, pp. 339-352, 1975.
7. Y. R. Wang, "Characterization of binary patterns and their projections", IEEE Transactions on Computers, pp. 1032-1035, 1975.
8. J. Mantas, "Methodologies in pattern recognition and image analysis - a brief survey," Pattern Recognition, 20, pp. 1-6, 1987.
9. D. E. Rumelhart, G. E. Hilton and R. T. Williams, "Learning internal representation by error propagation", in D. E. Rumelhart and J. L. McClleland (ed.), Parallel Distributed Processing, Vol. 1: Foundations, pp. 318-362, MIT Press, 1986.
10. Y. Lecun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel, "Backpropagation applied to handwritten zip code recognition", Neural Computation, 1, pp. 541-551, 1989.
11. T. Yanagita, T. Tanaka and A. Toshima, "A neural network recognition system for machine printed characters on coils", Conference Record of the 1995 IEEE Industry Applications Conference, 2, pp. 1795-1799, 1995.
12. Y. K. Ryu and H. S. Cho, "Visual inspection scheme for use in optical solder joint inspection system", Proceedings of the 1996 IEEE International Conference on robotics and Automation, pp. 3259-3264, 1996.
13. K. Sasaki, D. Casasent and S. Natarajan, "Neural net selection of features for defect inspection", SPIE 1384, pp. 228-233, 1990.
14. P. K. Sahoo, S. Soltani and A. K. C. Wong, "A survey of thresholding techniques", Computer Vision, Graphics, and Image Processing, 41, pp. 233-260, 1988.
15. R. P. Lippmann, "An introduction to computing with neural nets", IEEE ASAP Magazine, 4, pp. 4-22, 1987.