Cart (Loading....) | Create Account
Close category search window

A flexible system for automated composition of intelligent video analysis

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

4 Author(s)
Nadarajan, G. ; Sch. of Inf., Univ. of Edinburgh, Edinburgh, UK ; Chen-Burger, Y.-H. ; Fisher, R.B. ; Spampinato, C.

This paper outlines the automatic construction of video processing solutions using multiple software components as opposed to traditional monolithic approaches undertaken by image processing experts. A combined top-down and bottom-up methodology was adopted for the derivation of a suitable level of granularity for a subset of image processing components that implement video classification, object detection, counting and tracking tasks. 90% of these components are generic and could be applied to any video processing task, indicating a high level of reusability for a spectrum of video analyses. Domain-specific video analysis approaches (that exploit combinations of the above components) are built by using an automatic workflow composition module that relies on decomposition-based planning and ontologies. Evaluation on a set of ecological videos indicate that the proposed approach is faster and more flexible to adapt to changes in domain descriptions than specialized components written from scratch by image processing experts.

Published in:

Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on

Date of Conference:

4-6 Sept. 2011

Need Help?

IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.