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 …

Vehicle detection in intelligent transportation systems and its applications under varying environments: A review

Z Yang, LSC Pun-Cheng - Image and Vision Computing, 2018 - Elsevier
Robust and efficient vehicle detection in monocular vision is an important task in Intelligent
Transportation Systems. With the development of computer vision techniques and …

Comprehensive review of vision-based fall detection systems

J Gutiérrez, V Rodríguez, S Martin - Sensors, 2021 - mdpi.com
Vision-based fall detection systems have experienced fast development over the last years.
To determine the course of its evolution and help new researchers, the main audience of this …

A review on video-based human activity recognition

SR Ke, HLU Thuc, YJ Lee, JN Hwang, JH Yoo… - Computers, 2013 - mdpi.com
This review article surveys extensively the current progresses made toward video-based
human activity recognition. Three aspects for human activity recognition are addressed …

PKLot–A robust dataset for parking lot classification

PRL De Almeida, LS Oliveira, AS Britto Jr… - Expert Systems with …, 2015 - Elsevier
Outdoor parking lot vacancy detection systems have attracted a great deal of attention in the
last decade due the large number of practical applications. However, a common problem …

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 …

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 …

An improved adaptive background mixture model for real-time tracking with shadow detection

P KaewTraKulPong, R Bowden - Video-based surveillance systems …, 2002 - Springer
Real-time segmentation of moving regions in image sequences is a fundamental step in
many vision systems including automated visual surveillance, human-machine interface …

Background and foreground modeling using nonparametric kernel density estimation for visual surveillance

A Elgammal, R Duraiswami, D Harwood… - Proceedings of the …, 2002 - ieeexplore.ieee.org
Automatic understanding of events happening at a site is the ultimate goal for many visual
surveillance systems. Higher level understanding of events requires that certain lower level …

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 …