ORBi: Van Droogenbroeck Marc - Background Subtraction: Experiments and Improvements for ViBe

Reference : Background Subtraction: Experiments and Improvements for ViBe


	Document type :	Scientific congresses and symposiums : Paper published in a book
	Discipline(s) :	Engineering, computing & technology : Electrical & electronics engineering
	To cite this reference:	http://hdl.handle.net/2268/117561

Title :	Background Subtraction: Experiments and Improvements for ViBe
Language :	English
Author, co-author :	Van Droogenbroeck, Marc [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications >]
	Paquot, Olivier [ > > ]
Publication date :	Jun-2012
Main document title :	Change Detection Workshop
Publisher :	IEEE
Pages :	32-37
On invitation :	No
Audience :	International
ISBN :	978-1-4673-1610-1
Event name :	Change Detection Workshop (CDW)
Event date :	from 15-06-2012 to 21-06-2012
Event place (city) :	Providence
Event country :	Rhode Island, US
Keywords :	[en] Background ; Background subtraction ; ViBe ; Motion ; Motion detection ; Shadow ; Classification ; Foreground ; Change detection ; Foreground ; Non parametric model
Abstract :	[en] Motion detection plays an important role in most video based applications. One of the many possible ways to detect motion consists in background subtraction. This paper discusses experiments led for a particular background subtraction technique called ViBe. This technique models the background with a set of samples for each pixel and compares new frames, pixel by pixel, to determine if a pixel belongs to the background or to the foreground. In its original version, the scope of ViBe is limited to background modeling. In this paper, we introduce a series of modifications that alter the working of ViBe, like the inhibition of propagation around internal borders or the distinction between the updating and segmentation masks, or process the output, for example by some operations on the connected components. Experimental results obtained for video sequences provided on the workshop site validate the improvements of the proposed modifications.
Research units :	Intelsig
Target :	Researchers ; Professionals ; Students ; General public ; Others
Permalink :	http://hdl.handle.net/2268/117561

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	File	Commentary	Version	Size	Access
Open access	VanDroogenbroeck2012Background.pdf	Background Subtraction: Experiments and Improvements for ViBe	Author postprint	390.25 kB	View/Open

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	File	Commentary	Version	Size	Access
Open access	VanDroogenbroeck2012Background-presentation.pdf	Presentation of "Background Subtraction: Experiments and Improvements for ViBe"	-	797.2 kB	View/Open

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