A robust object segmentation system using a probability-based background extraction algorithm

CC Chiu, MY Ku, LW Liang - … on circuits and systems for video …, 2009 - ieeexplore.ieee.org
A video-based monitoring system must be capable of continuous operation under various
weather and illumination conditions. Moreover, background subtraction is a very important …

Background subtraction using background sets with image-and color-space reduction

H Lee, HS Kim, JI Kim - IEEE Transactions on Multimedia, 2016 - ieeexplore.ieee.org
Background subtraction is a basic step for a variety of multimedia applications such as live
video, traffic monitoring, communication system, interactive learning space, etc. Many …

A novel background subtraction method based on color invariants

H Zhou, Y Chen, R Feng - Computer Vision and Image Understanding, 2013 - Elsevier
This paper discusses the problem of segmenting foreground objects precisely in
surveillance video images when foreground moving objects and the still backgrounds have …

Robust background subtraction in HSV color space

M Zhao, J Bu, C Chen - Multimedia systems and Applications …, 2002 - spiedigitallibrary.org
In the new MPEG-4 video coding standard, automatic video object segmentation plays a key
role in supporting object-oriented coding and enabling content-based functionalities …

Robust background estimation for complex video sequences

D Farin, PHN de With… - … Conference on Image …, 2003 - ieeexplore.ieee.org
Knowing the background image of a video scene simplifies the general video-object
segmentation problem and therefore it is required by several automatic segmentation …

Neural network approach to background modeling for video object segmentation

D Culibrk, O Marques, D Socek… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
This paper presents a novel background modeling and subtraction approach for video
object segmentation. A neural network (NN) architecture is proposed to form an …

[PDF][PDF] Robust background subtraction with shadow and highlight removal for indoor surveillance

JS Hu, TM Su - EURASIP Journal on Advances in Signal Processing, 2007 - Springer
This work describes a robust background subtraction scheme involving shadow and
highlight removal for indoor environmental surveillance. Foreground regions can be …

Adaptive background modeling with shadow suppression

H Han, Z Wang, J Liu, Z Li, B Li… - Proceedings of the 2003 …, 2003 - ieeexplore.ieee.org
Background subtraction is a typical technique used for real-time segmentation of moving
objects in video sequences. A novel background subtraction scheme is presented in this …

A hierarchical approach to robust background subtraction using color and gradient information

O Javed, K Shafique, M Shah - Workshop on Motion and Video …, 2002 - ieeexplore.ieee.org
We present a background subtraction method that uses multiple cues to detect objects
robustly in adverse conditions. The algorithm consists of three distinct levels, ie, pixel level …

A multiscale region-based motion detection and background subtraction algorithm

PDZ Varcheie, M Sills-Lavoie, GA Bilodeau - Sensors, 2010 - mdpi.com
This paper presents a region-based method for background subtraction. It relies on color
histograms, texture information, and successive division of candidate rectangular image …