Uso de arquitetura DSP para otimizar o desempenho da reconstrução de imagens tomográficas com wavelets

  • M. F. L. Pereira UFSCar
  • P. E. Cruvinel EMBRAPA
  • J. H. Saito UFSCar

Abstract


This work presents a system for tomographic image reconstruction using a parallel platform dedicated to the minitomograph scanner for soil science developed by the Embrapa Agricultural lnstrumentation Center. The TMS320C40 was used with two TIM-40 modules and the software was developed by the combination of the Code Composer tool, the Parallel C from 3L, and the Borland C++, v. 4.0. The reconstruction tasks were distributed through the processors and the cache on-chip was used to reduce the miss rate and to increase both the processing power and the system's speed. Results with real tomographic data indicate that this method gives superior results, i.e., approximately 80% when compared to conventional backprojection reconstruction methodology operating at 200 MHz with the classical micro processed architecture.

Keywords: DSP, Tomographic Image Reconstruction, Parallel C, Agricultural Application, TMS320C40

References

CORMACK, A. M., Representation of a Foundation by lts Line with some Radiological Application, J. App. Phys, v. 34(9), pp 2722-2727, 1963.

CRESTANA, S., A Tomografia Computadorizada com um novo método para estudos da física da água no solo, São Carlos, USP, Tese de Doutorado, 140 páginas, 1986.

GHOSH, S., MARTONOSI, M., MALIK, S., Coche Miss Equation: An Analytical Representation of Cache Miss, 8p, 11th ACM lnternational Conference on Supercomputing, Vienna, Austria, 1997.

HAINSWORTH, J.M.; AYLMORE, L.A.G., The use of the computed-assisted tomography to determine spatial distribution of soil water content, Aust. Journal Soil Res. n.21, p. 1435-1443, 1983.

HEPCE2E Data Sheet, Hunt Engineering, 2 páginas, 1998.

HET40EX Data Sheet, Hunt Engineering, 2 páginas, 1998.

HOUNSFIELD, G. N., Computerized transverse axial scanning (tomography) I: description of systems, Brit J Radio, v 46, pp 1016-1022, 1973.

LILEIN, A. L. Digital Signal Processors versus Universal Microprocessors, Paris, Texas lnstruments, 12p. 1996

MINATEL, E. R. Desenvolvimento de Algoritmo para Reconstrução e Visualização Tridimensional de Imagens Tomográficas com uso de Técnicas Frequências e Wavelets, Dissertação de Mestrado, UFSCar, São Carlos-SP, 148p., 1997.

MINATEL, E. R.; CRUVINEL, P. E., Threedimensional reconstruction and Visua/ization of Tomographic lmage System using Frequential Techniques and Wavelets, Annals of the International Symposium On Computer Graphics, lmage Processing and Vision (SIBGRAP1'98), Rio de Janeiro, p.38-45, 1998.

PARALLEL C - User Guide, Texas lnstruments TMS320C40, 3L Ltd, 595 páginas, 1995.

PETROVIC, A.M., SIEBERT, J.E., RIEKE, P.E., Soil bulk analysis in three-dimensions by computed tomographic scanning, Soil Science Soe. Am. J, n.46, p.445-450, 1982.

TAKAHASHI, S., Rotation radiography, Japan Society of Promotion of Science, Tokyo, Japan, 1957.

TMS320C40 Data Sheet, p.1-3, 1996.
Published
2001-09-10
PEREIRA, M. F. L.; CRUVINEL, P. E.; SAITO, J. H.. Uso de arquitetura DSP para otimizar o desempenho da reconstrução de imagens tomográficas com wavelets. In: SYMPOSIUM ON HIGH PERFORMANCE COMPUTING SYSTEMS (SSCAD), 2. , 2001, Pirenópolis. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2001 . p. 119-126. DOI: https://doi.org/10.5753/wscad.2001.19131.