Background subtraction in real applications: Challenges, current models and future directions
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 …
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 …
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
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 …
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 …
despite all of the recent advances in computer vision research, the dream of having a …
Object tracking: A survey
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 …
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
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 …
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
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 …
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …
Real-time foreground–background segmentation using codebook model
We present a real-time algorithm for foreground–background segmentation. Sample
background values at each pixel are quantized into codebooks which represent a …
background values at each pixel are quantized into codebooks which represent a …
Bayesian modeling of dynamic scenes for object detection
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 …
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 …
the area has mostly addressed scenes that consist of static or quasi-static structures. When …