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 …

ViBe: A universal background subtraction algorithm for video sequences

O Barnich… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
This paper presents a technique for motion detection that incorporates several innovative
mechanisms. For example, our proposed technique stores, for each pixel, a set of values …

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 …

Evaluation of background subtraction techniques for video surveillance

S Brutzer, B Höferlin, G Heidemann - CVPR 2011, 2011 - ieeexplore.ieee.org
Background subtraction is one of the key techniques for automatic video analysis, especially
in the domain of video surveillance. Although its importance, evaluations of recent …

An effective method of weld defect detection and classification based on machine vision

J Sun, C Li, XJ Wu, V Palade… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In order to effectively identify and classify weld defects of thin-walled metal canisters, a weld
defect detection and classification algorithm based on machine vision is proposed in this …

Background subtraction: Experiments and improvements for ViBe

M Van Droogenbroeck, O Paquot - 2012 IEEE computer society …, 2012 - ieeexplore.ieee.org
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 …

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 …

[HTML][HTML] Background modeling methods in video analysis: A review and comparative evaluation

Y Xu, J Dong, B Zhang, D Xu - CAAI Transactions on Intelligence …, 2016 - Elsevier
Foreground detection methods can be applied to efficiently distinguish foreground objects
including moving or static objects from background which is very important in the application …

Video-based human behavior understanding: A survey

PVK Borges, N Conci… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Understanding human behaviors is a challenging problem in computer vision that has
recently seen important advances. Human behavior understanding combines image and …