A Programming Tool for the Development of Parallel Computer Vision and Image Processing Algorithms and Applications
Resumo
This article presents the development, implementation, and applications of the CVMP parallel programming tool for image processing and computer vision. Running on Borland Delphi and C++ Builder, this simple and easy-to-use tool incorporates visual programming and object oriented capabilities, having already allowed a series of applications and results, which are also outlined.
Palavras-chave:
Image Processing, Parallel Computing
Referências
ALMASI, G. S.; GOTTLIEB, A. Highly Parallel Computing. 2.ed. California, The Benjamin/cummings Publishing, 1994.
BISWAS, M. K. ; GHOSE, T. ; GUHA, S. ; BISWAS, K. K. Fractal dimension estimation for texture images: A Parallel approach. Pattern Recognition Letters, 19(1998) pp.309-313, 1998.
BRUNO, O. M. and COSTA, L. F. Versatile Real-Time Vision Based on a Distributed System of Personal Computers. In: Proc. Third IEEE International Conference on Engineering of Complex Computer Systems. Como, Itália, IEEE Computer Science, Los Alamitos-CA, p.174-9, Los Alamitos-CA, 1997.
BRUNO, O. M., CESAR Jr., R.M., CONSULARO, L. A.; COSTA, L. F. Automatic feature selection for biological shape classification. In ∑ynergos. In: Proceedings 1998 International Symposium on Computer Graphics, lmage Processing and Vision, Rio de Janeiro, RJ, IEEE Computer Society Press, pp 363- 370, 1998.
BRUNO, O. M. Parallelism in Natural and Artificial Vision, University of S. Paulo, Brazil, 2000 (Ph.D. Thesis in Portuguese).
BRUNO, O. M. ; COSTA, L. F. Effective lmage Segmentation with Flexible ICM-Based Markov Random Fields in a Distributed Systems of Personal Computers. Real-Time lmaging, Academic Press, v. 6, p. 283-95, 2000.
BRUNO, O. M.; CESAR Jr., R. M.; CONSULARO, L. A.; COSTA, L. F. Synergos - Synergetic Vision Research Real-Time Systems, Kluwer, v. 21, p. 7-42, 2001.
CODENOTI, B. ; LEONCINI, M.. Introducing to Parallel Processing. Addison-Wesley, 1994.
COSTA, L. F.; RODA, V. O.; KOBERLE, R. A biologically-lnspired System for Visual Pattern Recognition. In: Proc. IEEE International Symposium on Industrial Electronics, Santiago, Chile, 1994.
COSTA, L. F.; VELTE, T. Automatic characterization and classification of ganglion cells from the salamander retina. Journal of Comparative Neurology, v.404, n.1, pp.33-51, 1999
GEIST, BEGUELIN, DONGARRA, et al. PVM: Parallel Virtual Machine, A User's Guide and Tutorial for Parallel Computing, MIT Press, 1996.
GERIG, G.; KLEIN, F. Fast Contour ldentification Through Efficient Hough Transform and Simplified Interpretation Strategy. In: Proc. 8th Int. Conference on Pattern Recognition, vol. 1, pp. 498-500, Paris, France, 1986.
GONZALEZ, R. C.; WOODS, R. E. Digital lmage Processing. Addison-Wesley, New York, 1993.
HOUGH, P. V .C. Machine Analysis of Bubble Chamber Pictures. In: International Conference on High Energy Accelerators and lnstrumentation, CERN, 1959.
INMOS Limited. Transputer Reference Manual. Prentice Hall, New York, 1988.
Kaye, B. H. A Random Walk Through Fractal Dimensions: 2nd Edition. VCH Publishers, New York, 1994.
PACHECO, Peter. Parallel Programming with MPI. Morgan Kaufmann, 1997.
SCHALKOFF, R. F. Digital image processing and computer vision. John Wiley and Sons, 1989.
TRICOT, C. Curves anel Fractal Dimensions. Springer-Verlag, Paris, 1995.
ZEKI, S.; SHIPP, S. The Functional Logic of Cortical Connections. Nature, Nature Publishing Group, v.355, p311-317, September 1988.
ZEKI, S. A Vision of the Brain. Blackwell Science, 1993.
BISWAS, M. K. ; GHOSE, T. ; GUHA, S. ; BISWAS, K. K. Fractal dimension estimation for texture images: A Parallel approach. Pattern Recognition Letters, 19(1998) pp.309-313, 1998.
BRUNO, O. M. and COSTA, L. F. Versatile Real-Time Vision Based on a Distributed System of Personal Computers. In: Proc. Third IEEE International Conference on Engineering of Complex Computer Systems. Como, Itália, IEEE Computer Science, Los Alamitos-CA, p.174-9, Los Alamitos-CA, 1997.
BRUNO, O. M., CESAR Jr., R.M., CONSULARO, L. A.; COSTA, L. F. Automatic feature selection for biological shape classification. In ∑ynergos. In: Proceedings 1998 International Symposium on Computer Graphics, lmage Processing and Vision, Rio de Janeiro, RJ, IEEE Computer Society Press, pp 363- 370, 1998.
BRUNO, O. M. Parallelism in Natural and Artificial Vision, University of S. Paulo, Brazil, 2000 (Ph.D. Thesis in Portuguese).
BRUNO, O. M. ; COSTA, L. F. Effective lmage Segmentation with Flexible ICM-Based Markov Random Fields in a Distributed Systems of Personal Computers. Real-Time lmaging, Academic Press, v. 6, p. 283-95, 2000.
BRUNO, O. M.; CESAR Jr., R. M.; CONSULARO, L. A.; COSTA, L. F. Synergos - Synergetic Vision Research Real-Time Systems, Kluwer, v. 21, p. 7-42, 2001.
CODENOTI, B. ; LEONCINI, M.. Introducing to Parallel Processing. Addison-Wesley, 1994.
COSTA, L. F.; RODA, V. O.; KOBERLE, R. A biologically-lnspired System for Visual Pattern Recognition. In: Proc. IEEE International Symposium on Industrial Electronics, Santiago, Chile, 1994.
COSTA, L. F.; VELTE, T. Automatic characterization and classification of ganglion cells from the salamander retina. Journal of Comparative Neurology, v.404, n.1, pp.33-51, 1999
GEIST, BEGUELIN, DONGARRA, et al. PVM: Parallel Virtual Machine, A User's Guide and Tutorial for Parallel Computing, MIT Press, 1996.
GERIG, G.; KLEIN, F. Fast Contour ldentification Through Efficient Hough Transform and Simplified Interpretation Strategy. In: Proc. 8th Int. Conference on Pattern Recognition, vol. 1, pp. 498-500, Paris, France, 1986.
GONZALEZ, R. C.; WOODS, R. E. Digital lmage Processing. Addison-Wesley, New York, 1993.
HOUGH, P. V .C. Machine Analysis of Bubble Chamber Pictures. In: International Conference on High Energy Accelerators and lnstrumentation, CERN, 1959.
INMOS Limited. Transputer Reference Manual. Prentice Hall, New York, 1988.
Kaye, B. H. A Random Walk Through Fractal Dimensions: 2nd Edition. VCH Publishers, New York, 1994.
PACHECO, Peter. Parallel Programming with MPI. Morgan Kaufmann, 1997.
SCHALKOFF, R. F. Digital image processing and computer vision. John Wiley and Sons, 1989.
TRICOT, C. Curves anel Fractal Dimensions. Springer-Verlag, Paris, 1995.
ZEKI, S.; SHIPP, S. The Functional Logic of Cortical Connections. Nature, Nature Publishing Group, v.355, p311-317, September 1988.
ZEKI, S. A Vision of the Brain. Blackwell Science, 1993.
Publicado
10/09/2001
Como Citar
BRUNO, Odemir Martinez; COSTA, Luciano da Fontoura.
A Programming Tool for the Development of Parallel Computer Vision and Image Processing Algorithms and Applications. In: INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE AND HIGH PERFORMANCE COMPUTING (SBAC-PAD), 13. , 2001, Pirenópolis.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2001
.
p. 220-221.
DOI: https://doi.org/10.5753/sbac-pad.2001.22212.
