Robust foreground segmentation using improved gaussian mixture model and optical flow

H Fradi, JL Dugelay - 2012 International Conference on …, 2012 - ieeexplore.ieee.org
In automatic video surveillance applications, one of the most popular topics consists of
separating the moving objects from the static part of the scene. In this context, Gaussian …

Moving object detection using Lab2000HL color space with spatial and temporal smoothing

M Balcilar, M AMASYALI… - Applied Mathematics & …, 2014 - avesis.yildiz.edu.tr
In order to detect moving objects such as vehicles in motorways, background subtraction
techniques are commonly used. This is completely solved problem for static backgrounds …

A Foreground-Background Segmentation Algorithm for Video Sequences

Z Wei, P Li, H Yue - 2015 14th International Symposium on …, 2015 - ieeexplore.ieee.org
Moving objects extraction is a crucial part of video surveillance system. This paper presents
a foreground-background algorithm for motion detection. It is based on traditional adaptive …

Gaussian mixture model based moving object detection from video sequence

CI Patel, R Patel - Proceedings of the International Conference & …, 2011 - dl.acm.org
Usually, the video based moving object detection deal with non-stationary image stream that
changes over time. Robust and Real time moving object tracking is a problematic issue in …

Moving object detection method with motion regions tracking in background subtraction

İ Delibaşoğlu - Signal, Image and Video Processing, 2023 - Springer
Identifying any moving object is essential for wide-area surveillance systems and security
applications. In this paper, we present a moving object detection method based on …

[PDF][PDF] Video foreground detection based on adaptive mixture gaussian model for video surveillance systems

MA Alavianmehr, A Tashk… - … Conference on Traffic and …, 2015 - academia.edu
Modeling background and moving objects are significant techniques for video surveillance
and other video processing applications. This paper presents a foreground detection …

Hierarchical background subtraction algorithm using Gabor filter

DK Panda, S Meher - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
Detection of a moving object in a non-stationary scene is a very critical and challenging step
for visual surveillance applications. Background subtraction (BS) is a widely used algorithm …

EGMM: An enhanced Gaussian mixture model for detecting moving objects with intermittent stops

H Fu, H Ma, A Ming - 2011 IEEE International Conference on …, 2011 - ieeexplore.ieee.org
Moving object detection is one of the most important tasks in intelligent visual surveillance
systems. Gaussian Mixture Model (GMM) has been most widely used for moving object …

A fast algorithm for moving objects detection based on model switching

C Zhao, W Liu, Y Wang, Y Cheng… - … Conference on Audio …, 2008 - ieeexplore.ieee.org
A new method is proposed to improve background modeling speed. First, the pixels in
current frame are classified into two classes according to average background to reduce the …

Moving object detection based on running average background and temporal difference

Z Yi, F Liangzhong - 2010 IEEE International Conference on …, 2010 - ieeexplore.ieee.org
In order to detect moving objects from video sequences with complex background, we
propose an algorithm which is based on running average background modeling and …