ViBe: A universal background subtraction algorithm for video sequences

O Barnich… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
This paper presents a technique for motion detection that incorporates several innovative
mechanisms. For example, our proposed technique stores, for each pixel, a set of values …

[图书][B] Background modeling and foreground detection for video surveillance

T Bouwmans, F Porikli, B Höferlin, A Vacavant - 2014 - books.google.com
Background modeling and foreground detection are important steps in video processing
used to detect robustly moving objects in challenging environments. This requires effective …

A moving shadow elimination method based on fusion of multi-feature

H Zhang, S Qu, H Li, J Luo, W Xu - IEEE Access, 2020 - ieeexplore.ieee.org
Moving shadow elimination plays an important role in the field of moving object detection.
However, the accuracy of shadow elimination is an open question, due to illumination and …

Scene background initialization: A taxonomy

T Bouwmans, L Maddalena, A Petrosino - Pattern Recognition Letters, 2017 - Elsevier
The availability of an initial background model that describes the scene without foreground
objects is the prerequisite for a wide range of applications, ranging from video surveillance …

Foreground–background separation from video clips via motion-assisted matrix restoration

X Ye, J Yang, X Sun, K Li, C Hou… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Separation of video clips into foreground and background components is a useful and
important technique, making recognition, classification, and scene analysis more efficient. In …

ASIC and FPGA implementation of the Gaussian mixture model algorithm for real-time segmentation of high definition video

M Genovese, E Napoli - IEEE transactions on very large scale …, 2013 - ieeexplore.ieee.org
Background identification is a common feature in many video processing systems. This
paper proposes two hardware implementations of the OpenCV version of the Gaussian …

Hierarchical method for foreground detection using codebook model

JM Guo, YF Liu, CH Hsia, MH Shih… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper presents a hierarchical scheme with block-based and pixel-based codebooks for
foreground detection. The codebook is mainly used to compress information to achieve a …

Interactive segmentation using constrained Laplacian optimization

J Shen, Y Du, X Li - IEEE Transactions on Circuits and Systems …, 2014 - ieeexplore.ieee.org
We present a novel interactive image segmentation approach with user scribbles using
constrained Laplacian graph optimization. A novel energy framework is developed by …

An adaptive background subtraction method based on kernel density estimation

J Lee, M Park - Sensors, 2012 - mdpi.com
In this paper, a pixel-based background modeling method, which uses nonparametric kernel
density estimation, is proposed. To reduce the burden of image storage, we modify the …

Motorcycle detection and tracking system with occlusion segmentation

CC Chiu, MY Ku, HT Chen - Eighth International Workshop on …, 2007 - ieeexplore.ieee.org
This paper proposes a vision-based motorcycle monitoring system to detect and tracking
motorcycles. The system proposes an occlusion detection and segmentation method. The …