Title :
Parallel image processing on a transputer-based system
Author :
Peng, Antai ; Kawamura, Kazuhiko
Author_Institution :
Center for Intelligent Syst., Vanderbilt Univ., Nashville, TN, USA
Abstract :
The problem addressed is how to use transputer networks for image processing. As is well known, SIMD (single instruction/multiple data) or MIMD (multiple instruction/multiple data) architectures are very useful in parallel computing. The authors describe how to use transputers as a SIMD or MIMD machine to implement parallel image processing. Several image-processing algorithms, including Laplacian of Gaussian, edge detection, region labeling, generalized Hough transform, and thinning, have been tested. The authors maintain that transputer-based systems are suitable for real-time image processing. It is also pointed out that, compared with the other parallel machines, transputer systems can provide high performance and more flexibility with relatively low cost
Keywords :
computerised picture processing; parallel architectures; parallel machines; transputers; Laplacian of Gaussian; MIMD machine; SIMD machine; edge detection; generalized Hough transform; parallel image processing; parallel machines; real-time image processing; region labeling; thinning; transputer-based system; Computer architecture; Costs; Image edge detection; Image processing; Labeling; Laplace equations; Parallel machines; Parallel processing; Real time systems; Testing;
Conference_Titel :
System Theory, 1990., Twenty-Second Southeastern Symposium on
Conference_Location :
Cookeville, TN
Print_ISBN :
0-8186-2038-2
DOI :
10.1109/SSST.1990.138145