By Topic

Video analytics for panning camera in dynamic surveillance environment

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

2 Author(s)
Asif, M. ; EEE Dept., Univ. of Strathclyde, Glasgow ; Soraghan, J.

Video analytics is key to intelligent surveillance systems ranging from simple algorithms of target detection to complex methodology for video semantics analysis. This paper presents a novel video analytics approach to generate a full view mosaic for a surveillance sequence to help detect moving objects in the presence of camera panning motion. Unlike the current panoramic transformation methods, in which pure horizontal panning motion is required to construct the mosaic, our method can deal with uncontrolled panning motion with slight camera tilt motion. This method provides a generic solution for real world surveillance camera issues such as undesired tilt motion because of the nonlinearity of camera moving mechanism, strong wind etc. Also this method can deal with both global and object motion. The sprite generated helps to detect moving objects, constructing motion trajectories and also provides a clean background reference even for a panning camera. The algorithm has been evaluated for several test sequences.

Published in:

ELMAR, 2008. 50th International Symposium  (Volume:1 )

Date of Conference:

10-12 Sept. 2008