Towards a definition of benchmarks for parallel computers dedicated to image processing/understanding

This paper presents an effort to define a method for evaluation of parallel architectures dedicated to vision. A definition of the benchmark concept, and a characterisation of a standard set of general-purpose vision algorithms which could constitue a benchmark are proposed. These algorithms are ind...

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Bibliographic Details
Published in:Microprocessing and microprogramming 1994-12, Vol.40 (10), p.783-787
Main Authors: Bonnin, Patrick, Pissaloux, Edwige E., Dillon, T.
Format: Article
Language:English
Subjects:
Algorithmics. Computability. Computer arithmetics
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Exact sciences and technology
Pattern recognition. Digital image processing. Computational geometry
Software
Software engineering
Theoretical computing
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Summary:This paper presents an effort to define a method for evaluation of parallel architectures dedicated to vision. A definition of the benchmark concept, and a characterisation of a standard set of general-purpose vision algorithms which could constitue a benchmark are proposed. These algorithms are independent of machine architecture, environments, programming models and parallelisation techniques supported. A detailed example illustrating the proposed approach is given.
ISSN:0165-6074
DOI:10.1016/0165-6074(94)90040-X