PARALLEL STEREOCORRELATION ON A RECONFIGURABLE MULTIRING NETWORK

Citation
Hr. Arabnia et Sm. Bhandarkar, PARALLEL STEREOCORRELATION ON A RECONFIGURABLE MULTIRING NETWORK, Journal of supercomputing, 10(3), 1996, pp. 243-269
Citations number
19
Categorie Soggetti
Computer Sciences","Engineering, Eletrical & Electronic","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
ISSN journal
09208542
Volume
10
Issue
3
Year of publication
1996
Pages
243 - 269
Database
ISI
SICI code
0920-8542(1996)10:3<243:PSOARM>2.0.ZU;2-T
Abstract
A reconfigurable network termed as the reconfigurable multi-ring netwo rk (RMRN) is described. The RMRN is shown to be a truly scalable netwo rk in that each node in the network has a fixed degree of connectivity and the reconfiguration mechanism ensures a network diameter of O(log (2) N) for an N-processor network. Algorithms for the two-dimensional mesh and the SIMD or SPMD n-cube are shown to map very elegantly onto the RMRN. Basic message passing and reconfiguration primitives for the SIMD/SPMD RMRN are designed for use as building blocks for more compl ex parallel algorithms. The RMRN is shown to be a viable architecture for image processing and computer vision problems using the parallel c omputation of the stereocorrelation imaging operation as an example. S tereocorrelation is one of the most computationally intensive imaging tasks. It is used as a visualization tool in many applications, includ ing remote sensing, geographic information systems and robot vision.