A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos

A Sobral, A Vacavant - Computer Vision and Image Understanding, 2014 - Elsevier
Background subtraction (BS) is a crucial step in many computer vision systems, as it is first
applied to detect moving objects within a video stream. Many algorithms have been …

A survey of advances in vision-based human motion capture and analysis

TB Moeslund, A Hilton, V Krüger - Computer vision and image …, 2006 - Elsevier
This survey reviews advances in human motion capture and analysis from 2000 to 2006,
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …

Background modeling using mixture of gaussians for foreground detection-a survey

T Bouwmans, F El Baf, B Vachon - Recent patents on computer …, 2008 - ingentaconnect.com
Mixture of Gaussians is a widely used approach for background modeling to detect moving
objects from static cameras. Numerous improvements of the original method developed by …

Recent advanced statistical background modeling for foreground detection-a systematic survey

T Bouwmans - Recent Patents on Computer Science, 2011 - ingentaconnect.com
Background modeling is currently used to detect moving objects in video acquired from
static cameras. Numerous statistical methods have been developed over the recent years …

[图书][B] Background modeling and foreground detection for video surveillance

T Bouwmans, F Porikli, B Höferlin, A Vacavant - 2014 - books.google.com
Background modeling and foreground detection are important steps in video processing
used to detect robustly moving objects in challenging environments. This requires effective …

Universal multimode background subtraction

H Sajid, SCS Cheung - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
In this paper, we present a complete change detection system named multimode
background subtraction. The universal nature of system allows it to robustly handle multitude …

On the role and the importance of features for background modeling and foreground detection

T Bouwmans, C Silva, C Marghes, MS Zitouni… - Computer Science …, 2018 - Elsevier
Background modeling has emerged as a popular foreground detection technique for various
applications in video surveillance. Background modeling methods have become increasing …

Fuzzy integral for moving object detection

F El Baf, T Bouwmans, B Vachon - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
Detection of moving objects is the first step in many applications using video sequences like
video-surveillance, optical motion capture and multimedia application. The process mainly …

[PDF][PDF] Background subtraction for visual surveillance: A fuzzy approach

T Bouwmans - Handbook on soft computing for video surveillance, 2012 - researchgate.net
Background Subtraction for Visual Surveillance Page 1 5 Background Subtraction for Visual
Surveillance: A Fuzzy Approach Thierry Bouwmans University of La Rochelle, La Rochelle …

Bmog: boosted gaussian mixture model with controlled complexity for background subtraction

I Martins, P Carvalho, L Corte-Real… - Pattern Analysis and …, 2018 - Springer
Developing robust and universal methods for unsupervised segmentation of moving objects
in video sequences has proved to be a hard and challenging task that has attracted the …