Object Tracking in Monochromatic Video Sequences Using Particle Filter

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU101768" target="_blank" >RIV/00216305:26230/12:PU101768 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
Object Tracking in Monochromatic Video Sequences Using Particle Filter
Original language description
In recent years, a significant amount of attention has been given to the development of efficient and robust visual tracking algorithms. In order to deal with this problematic issue, color based particle filters are often used because of their simplicity, flexibility, and ability to deal with non-linearity and non-Gaussianity of such systems. However, the conventional particle filter methods may perform poorly when the color information is not available. In this paper, the proposed combination of a background model, motion model, and object model aims to tackle the problem of tracking objects in monochromatic video sequences. Several experiments have been conducted to verify the presented approach.
Czech name
—
Czech description
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
7th Scientific International Conference - Enviromental Protection of Population
ISBN
978-80-86710-57-0
ISSN
—
e-ISSN
—
Number of pages
8
Pages from-to
120-128
Publisher name
NEUVEDEN
Place of publication
Brno
Event location
Brno
Event date
Jun 13, 2012
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
—

Similar results(10)