ViBe: A Disruptive Method for Background Subtraction

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,...

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Bibliographic Details
Main Authors Van Droogenbroeck, Marc, Barnich, Olivier
Format Web Resource
LanguageEnglish
Published Chapman and Hall/CRC 01.07.2014
Subjects
Background subtraction
Benchmarking
Complexity analysis
Complexity factor
Downscaled version of ViBe
Electrical & electronics engineering
Engineering, computing & technology
Exponential filter
Ingénierie électrique & électronique
Ingénierie, informatique & technologie
Motion detection
Non-parametric model
Principles
Random update
Real time
Segmentation
Source code in C
Spatial diffusion
Static b ackground
Updating
ViBe
Online AccessGet full text
ISBN1482205378
9781482205374
DOI10.1201/b17223

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Summary: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.
Bibliography:scopus-id:2-s2.0-84975753102
ISBN:1482205378
9781482205374
DOI:10.1201/b17223