Computerworld
Algorithms to calculate unusual behaviour
Michael Crawford  01 September, 2006 07:48

National ICT Australia (NICTA) scientists are developing advanced surveillance technologies including software algorithms to track "inappropriate behaviour" in public places.

The project -which aims to prevent, detect and predict acts of terrorism - is partly funded by a $634,000 grant from the Department of Prime Minister and Cabinet.

Dubbed the SAFE (Smart Applications for Emergencies) project, the team has already developed a proposed specification for a Tsunami-type warning language used to characterize and disseminate threat levels.

Chris Scott, research director of NICTA's Queensland laboratory, said the focus of the project is to provide as much information to front-line decision makers as possible when responding to an incident. A lot of the work so far has gone into "hardening up" algorithms used for facial recognition.

"Identifying a particular person is one thing but we are focusing on looking at unusual behaviour in an open environment," Scott said.

"There is technology available to alert people when, say a briefcase is left unattended in a public place, but we are working on algorithms not just to search for a person based on facial recognition but to analyze the level of threat based on their actual behaviour, to gather preliminary information to see if anything unusual is happening which would increase the probability of detecting an actual threat.

"Facial recognition algorithms have been around for a while, but one problem with existing algorithms is they depend on the geometry of the face to compare with faces stored in memory. We are producing quasi-face images from side on and more algorithms [to cope with] poor lighting conditions as simple facial recognition software has not solved these problems and this is what we are hardening up for real-world applications."

Scott said NICTA has been working with Queensland Transport and Queensland Rail, which has about 6000 surveillance cameras on their networks.

"We were looking at the data produced by those, processing the information to characterize specific threats, managing resource distribution and allocation; but the sole focus of this project is for response and recovery from man-made and natural disasters and events," Scott said.

He said the purpose of the project is to get away from the problem of individuals looking at monitors, which frequently induce sleep, and 90 percent of the time nothing happens at all. The algorithms would filter out uninteresting information and potentially characterize behaviour.

Eventually satellite images, photographs of buildings and images of surveillance cameras could be integrated on one image with real-time data integrated with historical images for real-time mapping.

Comments

Post new comment

Login or register to link comments to your user profile, or you may also post a comment without being logged in.
The content of this field is kept private and will not be shown publicly.
Enter the fully qualified URL, eg. http://www.example.com/
  • Web page addresses and e-mail addresses turn into links automatically.
  • Allowed HTML tags: <a> <em> <strong> <cite> <code> <ul> <ol> <li> <dl> <dt> <dd>
  • Lines and paragraphs break automatically.

More information about formatting options

Zones
Zone logoZones provide focussed content from Computerworld and leading technology partners.
Newsletter Subscription
Newsletter Subscription
Sign up for our Computerworld newsletters!
Syndicate content
 

Computerworld Webinar

Thursday, June 11th, 2009
10:30am EST (Sydney, Australia)
Screening at your PC

Computerworld is hosting a 30 minute live webinar to help you to learn how unified communications can save you money, foster innovation and business agility by making it easier for people to find, reach and collaborate with one another.

Register Now

Computerworld Community Comments
Whitepaper

Best Practices in Lifecycle Management

This white paper compares solutions from KACE, Altiris, LANDesk, and Microsoft. Read on for best practices, functional solution comparisons and cost comparisons. Determine overall value easily and quickly.

Enterprise IT Buyer's Guide
Find Technology Vendors Fast
 
Find vendors by name | Find by category
Sponsored Links
 
Send Us E-mail | Privacy Policy
Features List | Media Kit | Advertising | Contact Us

Copyright 2009 IDG Communications. ABN 14 001 592 650. All rights reserved.
Reproduction in whole or in part in any form or medium without express written permission of IDG Communications is prohibited.