Contribution to collective works (Parts of books)
ViBe: A Disruptive Method for Background Subtraction
Van Droogenbroeck, Marc; Barnich, Olivier
2014In Bouwans; Porikli; Hoferlin et al. (Eds.) Background Modeling and Foreground Detection for Video Surveillance
Peer reviewed
 

Files


Full Text
VanDroogenbroeck2014ViBe.pdf
Author postprint (612.2 kB)
ViBe: a disruptive method for background subtraction
Download

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
Background subtraction; Model; ViBe; Segmentation; Updating; Motion detection; Real time; Complexity factor; Benchmarking; Complexity analysis; Source code in C; Static b ackground; Exponential filter; Downscaled version of ViBe; Non-parametric model; Random update; Spatial diffusion; Principles
Abstract :
[en] This chapter presents ViBe and the underlying ideas of the algorithm. ViBe is an algorithm for the dection of motion by background subtraction. It is a very fast algorithm, based on samples and several innovative processes (time subsampling, random substitution, spatial diffusion, etc). In addtion, we propose a way to measure the computation time by introducing the notion of complexity factor.
Research Center/Unit :
Intelsig
Telim
Montefiore
Disciplines :
Electrical & electronics engineering
Author, co-author :
Van Droogenbroeck, Marc  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications
Barnich, Olivier
Language :
English
Title :
ViBe: A Disruptive Method for Background Subtraction
Publication date :
July 2014
Main work title :
Background Modeling and Foreground Detection for Video Surveillance
Editor :
Bouwans
Porikli
Hoferlin
Vacavant
Publisher :
Chapman and Hall/CRC
ISBN/EAN :
9781482205374
Pages :
7.1-7.23
Peer reviewed :
Peer reviewed
Commentary :
Please note that we provide the source code in C (optimized sequential version) for educational and research purposes only (apply for the package package vibe-sources.zip on page http://orbi.ulg.ac.be/handle/2268/145853 )
Available on ORBi :
since 15 October 2013

Statistics


Number of views
1722 (45 by ULiège)
Number of downloads
8604 (36 by ULiège)

Scopus citations®
 
46
Scopus citations®
without self-citations
45
OpenCitations
 
73

Bibliography


Similar publications



Contact ORBi