Background Modelling for Pan Tilt Camera

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Background modeling is commonly used in image processing applications. Stationary camera assumption, the basic assumption of background modeling, becomes invalid in some cases such as movement of camera, movement of platform on which the camera is mounted, oscillation of camera due to wind etc. The purpose of this study is to keep providing the background information while the view point of the camera changing. Proposed method models the background with a Gaussian distribution. Previous background model and current frame are registered with the motion information which allows utilizing the previous background model. The purposed method is implemented on real time operating hardware for 1080p@25 video and tested on different image sequences to present the performance.
Original languageTurkish
Title of host publication2014 22nd Signal Processing And Communications Applications Conference (siu)
PublisherIEEE Canada
Pages1191-1194
Number of pages4
ISBN (Electronic)978-1-4799-4874-1
Publication statusPublished - 2014
Event22nd IEEE Signal Processing and Communications Applications Conference (SIU) - Trabzon, Turkey
Duration: 23 Apr 201425 Apr 2014

Publication series

NameSignal Processing And Communications Applications Conference

Conference

Conference22nd IEEE Signal Processing and Communications Applications Conference (SIU)
Country/TerritoryTurkey
CityTrabzon
Period23/04/1425/04/14

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