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 …

[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 …

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 …

Rain or snow detection in image sequences through use of a histogram of orientation of streaks

J Bossu, N Hautiere, JP Tarel - International journal of computer vision, 2011 - Springer
The detection of bad weather conditions is crucial for meteorological centers, specially with
demand for air, sea and ground traffic management. In this article, a system based on …

[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 …

An effective motion object detection using adaptive background modeling mechanism in video surveillance system

SNR Kalli, T Suresh, A Prasanth… - Journal of Intelligent …, 2021 - content.iospress.com
Automatic moving object detection has gained increased research interest due to its
widespread applications like security provision, traffic monitoring, and various types of …

Detection of moving objects with a moving camera using non-panoramic background model

SW Kim, K Yun, KM Yi, SJ Kim, JY Choi - Machine vision and applications, 2013 - Springer
This paper presents a fast and reliable method for moving object detection with moving
cameras (including pan–tilt–zoom and hand-held cameras). Instead of building large …

A comprehensive review of vehicle detection using computer vision

AF Abbas, UU Sheikh, FT Al-Dhief… - TELKOMNIKA …, 2021 - telkomnika.uad.ac.id
A crucial step in designing intelligent transport systems (ITS) is vehicle detection. The
challenges of vehicle detection in urban roads arise because of camera position …

Region-based mixture of gaussians modelling for foreground detection in dynamic scenes

S Varadarajan, P Miller, H Zhou - Pattern Recognition, 2015 - Elsevier
One of the most widely used techniques in computer vision for foreground detection is to
model each background pixel as a Mixture of Gaussians (MoG). While this is effective for a …

[PDF][PDF] The state-of-the-art in visual object tracking

AS Jalal, V Singh - Informatica, 2012 - informatica.si
As the technology is advancing with rapid pace, the cost of video cameras and digital media
storage is affordable. In recent years, we have seen a remarkable increase in the amount of …