Reference : ViBe: A Disruptive Method for Background Subtraction
Parts of books : Contribution to collective works
Engineering, computing & technology : Electrical & electronics engineering
ViBe: A Disruptive Method for Background Subtraction
Van Droogenbroeck, Marc mailto [Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications >]
Barnich, Olivier []
Background Modeling and Foreground Detection for Video Surveillance
Chapman and Hall/CRC
[en] 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
[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.
Intelsig ; Telim ; Montefiore
Researchers ; Professionals ; Students ; General public
Please note that we provide the source code in C (optimized sequential version) for educational and research purposes only (apply for the package package on page )

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