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Book Chapter
On the Application of the Concept of Dependability for Design and Analysis of Vision Systems
Book Series
Lecture Notes in Computer Science
Publisher
Springer Berlin / Heidelberg
ISSN
0302-9743 (Print) 1611-3349 (Online)
Volume
Volume 2626/2003
Book
Computer Vision Systems
DOI
10.1007/3-540-36592-3
Copyright
2003
ISBN
978-3-540-00921-4
DOI
10.1007/3-540-36592-3_28
Pages
290-303
Subject Collection
Computer Science
SpringerLink Date
Wednesday, January 01, 2003
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On the Application of the Concept of Dependability for Design and Analysis of Vision Systems
Christof Eberst
8
and Thomas Herbig
9
(8)
Profactor Produktionsforschungs GmbH, Steyr, Austria
(9)
Ingenieurbüro Herbig, Munich, Germany
Abstract
Dependability is the property of a computer system such that reliance can justifiably be placed on the service it delivers[
28
]. In safety- and mission-critical systems such as in space or avionics the concept of dependability has become imperative for the specification, design and assessment. Dependability evaluation techniques allow to estimate the availability and reliability of highly complex systems prior to their implementation. Thus, it supports rapid development by reducing late corrections of design and implementation.
This paper aims to introduce the dependable system theory for vision-systems and discusses its applicability and limitations. Models are provided for analyzing the structural robustness of computer vision systems and demonstrated in the exemplary analysis of a voting-based multi-cue tracking-system.
Christof
Eberst
Email:
Christof.Eberst@profactor.at
Thomas
Herbig
Email:
IbHerbig@aol.com
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