Abstract
We have presented a general methodological framework of a distributed model-based recognition system. We have stressed the importance of scalability of the system architecture, and suggested how it may be achieved. We have also demonstrated how the hardware, programming and algorithmic levels can be integrated into a coherent application-driven architecture.
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References
Ballard, D. "Strip trees; a hierarchical representation for curves", Communication of the ACM, 24 (1981), 310–321
Besl, P., and Jain, R. "Three-dimensional object recognition", ACM Computing Surveys, 17 (1985), 77–145
Brady, M. "Computational approaches to image understanding", ACM Computing Surveys, 14 (1982), 3–71
Brady, M. "Parallelism in vision", Artificial Intelligence, 21 (1983), 271–283
Chin, R., and Dyer, C. "Model-based recognition in robot vision", ACM Computing Surveys, 18 (1986), 67–108
Cole, A., Dyckhoff, R., Livesey, M.J., and Owczarczyk, J. "An approach to distributed model-based object recognition", Technical Report CS/87/4 (1987), Dept. Comp. Sci., University of St. Andrews
Dehne, F. "Optical clustering", The Visual Computer, 2 (1986), 39–43
Livesey, M.J., and Owczarczyk, J. "Tree-structured multiprocessors and multicomputers: a survey", Computers and Artificial Intelligence, (submitted for publication)
Livesey, M.J., and Owczarczyk, J. "Concurrent VLSI architectures for robot vision", Technical Report CS/87/5 (1987), Dept. Comp. Sci., University of St.Andrews
Livesey, M.J., and Owczarczyk, J. "Fault-tolerant schemes for parallel architectures", Electronics Letters 23 (1987) 1206–1207
Lowe, D. "Three-dimensional object recognition from single two-dimensional images", Artificial Intelligence, 31 (1987), 355–395
May, D. "Occam 2 language definition", INMOS Technical Note, INMOS Ltd, Bristol, 1987
Nudd, G. "Image understanding architectures", Proceedings of the National Computer Conference, 1980, pp. 377–390
Page, I. "The Disputer: a dual paradigm parallel processor for graphics and vision", in BCS Conference Documentation; Parallel Processing for Displays, R. Earnshaw (ed), London, 1987
Reeves, A. "Parallel computer architectures for image processing", Computer Vision, Graphics and Image processing, 25 (1984), 68–88
Reeves, A. "Multicluster: an MIMD system for computer vision", in Integrated Technology for Parallel Image Processing, S. Levialdi ed., Academic Press, London, 1985, pp. 39–56
Rice, T., and Jamieson, L. "Parallel processing for computer vision", in Integrated Technology for Parallel Image Processing, S. Levialdi ed., Academic Press, London, 1985, pp. 57–67
Rosenfeld, A. "Computer vision", in Handbook of Pattern Recognition and Image Processing, T. Young, and K. Fu (eds.), Academic Press, Orlando, 1986 pp.335–348
Tanimoto, S. "An approach to the iconic/symbolic interface", in Integrated Technology for Parallel Image Processing, S. Levialdi ed., Academic Press, London, 1985, pp. 31–38
Uhr, L. "Parallel architectures for image processing, computer vision, and pattern perception", in Handbook of Pattern Recognition and Image Processing, T. Young, and K. Fu (eds.), Academic Press, Orlando, 1986 pp. 437–469
Whitby-Strevens, C. "The transputer", Proceedings of the 12 Annual Inter. Symp. on Computer Architecture, Boston, Mass., June 1985, pp. 278–280
Yalamanchili, S, and Aggarwal J. "Analysis of a model for parallel image processing", Pattern Recognition, 18 (1985), 1–16
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© 1988 Springer-Verlag Berlin Heidelberg
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Livesey, M.J., Owczarczyk, J. (1988). A parallel architecture for model-based object recognition. In: Kittler, J. (eds) Pattern Recognition. PAR 1988. Lecture Notes in Computer Science, vol 301. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-19036-8_28
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DOI: https://doi.org/10.1007/3-540-19036-8_28
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