On the role and the importance of features for background modeling and foreground detection

T Bouwmans, C Silva, C Marghes, MS Zitouni… - Computer Science …, 2018 - Elsevier
Background modeling has emerged as a popular foreground detection technique for various
applications in video surveillance. Background modeling methods have become increasing …

Background subtraction for moving object detection in RGBD data: A survey

L Maddalena, A Petrosino - Journal of Imaging, 2018 - mdpi.com
The paper provides a specific perspective view on background subtraction for moving object
detection, as a building block for many computer vision applications, being the first relevant …

Efficient and fast multi-modal foreground-background segmentation using RGBD data

R Trabelsi, I Jabri, F Smach, A Bouallegue - Pattern Recognition Letters, 2017 - Elsevier
This paper addresses the problem of foreground and background segmentation. Multi-
modal data specifically RGBD data has gain many tasks in computer vision recently …

Self-organizing background subtraction using color and depth data

L Maddalena, A Petrosino - Multimedia Tools and Applications, 2019 - Springer
Background subtraction from color and depth data is a fundamental task for video
surveillance applications that use data acquired by RGBD sensors. We present a method …

Exploiting color and depth for background subtraction

L Maddalena, A Petrosino - New Trends in Image Analysis and Processing …, 2017 - Springer
Background subtraction from color and depth data is a fundamental task for indoor video
surveillance applications that use data acquired by RGBD sensors. This paper proposes a …

Foreground extraction for freely moving RGBD cameras

IN Junejo, N Ahmed - IET Computer Vision, 2018 - Wiley Online Library
In this study, the authors propose a novel method to perform foreground extraction for freely
moving RGBD cameras. Although the field of foreground extraction or background …

A new pixel-level background subtraction algorithm in machine vision

S Zhang, T Jiang, Y Peng, X Peng - … ICIRA 2017, Wuhan, China, August 16 …, 2017 - Springer
In the machine vision, the algorithm of background subtraction is used in target detection
widely. In this paper, we reproduce some algorithms such as ViBe, Local Binary Similar …

Online RPCA background modeling based on color and depth data

H Fu, H Liu - Proceedings of 2019 Chinese Intelligent Systems …, 2020 - Springer
This paper applies online RPCA framework on color and depth data for background
modeling and foreground segmentation. First, it could model a better background scene for …

Feature extraction and selection for background modeling and foreground detection

CPDE Silva - 2017 - theses.hal.science
In this thesis, we present a robust descriptor for background subtraction which is able to
describe texture from an image sequence. The descriptor is less sensitive to noisy pixels …