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 …

Video processing from electro-optical sensors for object detection and tracking in a maritime environment: A survey

DK Prasad, D Rajan, L Rachmawati… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
We present a survey on maritime object detection and tracking approaches, which are
essential for the development of a navigational system for autonomous ships. The electro …

[图书][B] Computer vision: algorithms and applications

R Szeliski - 2022 - books.google.com
Humans perceive the three-dimensional structure of the world with apparent ease. However,
despite all of the recent advances in computer vision research, the dream of having a …

Object tracking: A survey

A Yilmaz, O Javed, M Shah - Acm computing surveys (CSUR), 2006 - dl.acm.org
The goal of this article is to review the state-of-the-art tracking methods, classify them into
different categories, and identify new trends. Object tracking, in general, is a challenging …

Moving object detection by detecting contiguous outliers in the low-rank representation

X Zhou, C Yang, W Yu - IEEE transactions on pattern analysis …, 2012 - ieeexplore.ieee.org
Object detection is a fundamental step for automated video analysis in many vision
applications. Object detection in a video is usually performed by object detectors or …

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 …

Real-time foreground–background segmentation using codebook model

K Kim, TH Chalidabhongse, D Harwood, L Davis - Real-time imaging, 2005 - Elsevier
We present a real-time algorithm for foreground–background segmentation. Sample
background values at each pixel are quantized into codebooks which represent a …

Bayesian modeling of dynamic scenes for object detection

Y Sheikh, M Shah - IEEE transactions on pattern analysis and …, 2005 - ieeexplore.ieee.org
Accurate detection of moving objects is an important precursor to stable tracking or
recognition. In this paper, we present an object detection scheme that has three innovations …

Motion-based background subtraction using adaptive kernel density estimation

A Mittal, N Paragios - Proceedings of the 2004 IEEE Computer …, 2004 - ieeexplore.ieee.org
Background modeling is an important component of many vision systems. Existing work in
the area has mostly addressed scenes that consist of static or quasi-static structures. When …