Background subtraction in real applications: Challenges, current models and future directions

B Garcia-Garcia, T Bouwmans, AJR Silva - Computer Science Review, 2020 - Elsevier
Computer vision applications based on videos often require the detection of moving objects
in their first step. Background subtraction is then applied in order to separate the background …

Traditional and recent approaches in background modeling for foreground detection: An overview

T Bouwmans - Computer science review, 2014 - Elsevier
Background modeling for foreground detection is often used in different applications to
model the background and then detect the moving objects in the scene like in video …

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 …

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 …

Moving objects detection with a moving camera: A comprehensive review

MN Chapel, T Bouwmans - Computer science review, 2020 - Elsevier
During about 30 years, a lot of research teams have worked on the big challenge of
detection of moving objects in various challenging environments. First applications concern …

[PDF][PDF] BGSLibrary: An opencv c++ background subtraction library

A Sobral - IX Workshop de Visao Computacional, 2013 - academia.edu
The BGSLibrary provides a free easy-to-use C++ open source framework to perform
background subtraction (BGS). Currently the library provides 29 BGS algorithms. In this work …

[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 …

A driver face monitoring system for fatigue and distraction detection

MH Sigari, M Fathy, M Soryani - International journal of …, 2013 - Wiley Online Library
Driver face monitoring system is a real‐time system that can detect driver fatigue and
distraction using machine vision approaches. In this paper, a new approach is introduced for …

Statistical background modeling for foreground detection: A survey

T Bouwmans, F El Baf, B Vachon - Handbook of pattern recognition …, 2010 - World Scientific
Background modeling is often used in the context of moving objects detection from static
cameras. Numerous methods have been developed over the recent years and the most …