Title :
Template matching with a MIMD computer
Author :
Jansen, J.M. ; Sijstermans, F.W.
Author_Institution :
Philips Res. Lab., Eindhoven, Netherlands
Abstract :
The authors examine the benefits of using highly parallel, general-purpose MIMD machines for image processing. They argue that for low-level image processing the only advantages are flexibility and ease of development, which are relatively unimportant in comparison to those of more efficient special-purpose hardware. In high-level image processing, however, parallel algorithms will, in general, require computer system features that are not satisfiable by special-purpose hardware or SIMD machines. Therefore, image processing applications for which the high-level part is the most time consuming can benefit the most from MIMD machines. For an optimally efficient implementation the authors recommend a hybrid approach. Reference throughout is made to the Distributed Object Oriented Machine (DOOM), and MIMD computer intended to exploit coarse-grain parallelism
Keywords :
computerised picture processing; parallel processing; DOOM machine; Distributed Object Oriented Machine; MIMD computer; coarse-grain parallelism; high level processing; hybrid approach; image processing; low level processing; parallel algorithms; template matching; Algorithm design and analysis; Application software; Concurrent computing; Image processing; Image recognition; Laboratories; Layout; Parallel processing; Prototypes; Testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266782