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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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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Abstract 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.
AbstractList 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.
Author Van Droogenbroeck, Marc
Barnich, Olivier
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Snippet 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...
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SubjectTerms 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
Title ViBe: A Disruptive Method for Background Subtraction
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