Paper Info
Title
The Systematic Design And Analysis Cycle Of A Vision System: A Case Study In Video Surveillance
Abstract
As computer vision systems are increasingly developed and tested in the real-world, there is a significant need to formalize the process of system design and analysis so that engineers can rapidly design, test, and deploy vision systems for real-world applications. Our objective in this paper is to analyze the system design, analysis, and refinement cycle through a case study involving the systematic engineering of a dual-camera video surveillance system for people detection and zooming. We illustrate how an existing system designed and analyzed by following rigorous systematic engineering principles can be extended to relax the system operating conditions with minimal re-design and analysis efforts. The key conclusion is that by choosing appropriate modules and suitable statistical representations, we are able to re-use existing system design and performance analysis results.
Year
DOI
Venue
2001
10.1109/CVPR.2001.991033
2001 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 2, PROCEEDINGS
Keywords
Field
DocType
system analysis and design,vision system,refinement,machine vision,application software,computer aided software engineering,computer vision,system testing,systems analysis,operant conditioning,system design
Computer vision,Machine vision,Computer science,Decision analysis cycle,Systems analysis,Systems design,Zoom,Artificial intelligence
Conference
ISSN
Citations 
PageRank 
1063-6919
9
0.61
References 
Authors
6
3
Name
Order
Citations
PageRank
Michael Greiffenhagen190.95
Visvanathan Ramesh22586171.97
Heinrich Niemann31650288.56