University of Surrey

Test tubes in the lab Research in the ATI Dance Research

Incremental modelling of the posterior distribution of objects for inter and intra camera tracking

Gilbert, Andrew and Bowden, R (2005) Incremental modelling of the posterior distribution of objects for inter and intra camera tracking In: BMVC 2005, 5 - 8 September 2005, Oxford, UK.

[img] Text
gilbertbowden_bmvc2005.pdf - Accepted version Manuscript
Restricted to Repository staff only

Download (412kB)

Abstract

This paper presents a scalable solution to the problem of tracking objects across spatially separated, uncalibrated, non-overlapping cameras. Unlike other approaches this technique uses an incremental learning method to create the spatio-temporal links between cameras, and thus model the posterior probability distribution of these links. This can then be used with an appearance model of the object to track across cameras. It requires no calibration or batch preprocessing and becomes more accurate over time as evidence is accumulated.

Item Type: Conference or Workshop Item (Conference Paper)
Authors :
NameEmailORCID
Gilbert, AndrewA.Gilbert@surrey.ac.uk
Bowden, Rr.bowden@surrey.ac.uk
Date : 1 January 2005
Identification Number : 10.5244/C.19.39
Copyright Disclaimer : © BMVA
Depositing User : Symplectic Elements
Date Deposited : 17 May 2017 13:15
Last Modified : 07 Jun 2018 09:04
URI: http://epubs.surrey.ac.uk/id/eprint/838516

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year


Information about this web site

© The University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom.
+44 (0)1483 300800