Title :
Parallel implementation of image understanding tasks on gated-connection networks
Author :
Shu, D.B. ; Nash, J.G. ; Kim, K.
Author_Institution :
Hughes Res. Labs., Malibu, CA, USA
fDate :
30 Apr-2 May 1991
Abstract :
The authors present a summary of research in design and implementation of parallel algorithms for image computing tasks on an enhanced mesh connected computer called Gated-Connection Network (GCN). The GCN allows dynamic reconfiguration of mesh interconnectivity using switches located at the grid points. The flexibility of the GCN leads to significant improvements in time complexity of several image computing tasks. Line detection and finding connected components are some of the problems studied for low and intermediate level processing. Parallel implementation of symbolic computation tasks for image understanding and pattern recognition (e.g. cylinder matching) is another class of problems addressed
Keywords :
computer vision; computerised pattern recognition; computerised picture processing; parallel algorithms; connected component finding; cylinder matching; dynamic reconfiguration of mesh interconnectivity; enhanced mesh connected computer; gated-connection networks; graph connectivity; graph matching; image understanding; line detection; parallel algorithms; pattern recognition; symbolic computation; time complexity; Computer architecture; Computer networks; Concurrent computing; Delay; Integrated circuit interconnections; Laboratories; Multiprocessor interconnection networks; Parallel algorithms; Pattern recognition; Switches;
Conference_Titel :
Parallel Processing Symposium, 1991. Proceedings., Fifth International
Conference_Location :
Anaheim, CA
Print_ISBN :
0-8186-9167-0
DOI :
10.1109/IPPS.1991.153781