Background subtraction challenges in motion detection
using Gaussian mixture model: a survey

QR Code

Background subtraction challenges in motion detection using Gaussian mixture model: a survey

Motion detection is becoming prominent for computer vision applications. The background subtraction method that uses the Gaussian mixture model (GMM) is utilized frequently in camera or video settings. However, there is still more work that needs to be done to develop a reliable, accurate and high-...

Full description

Bibliographic Details
Main Authors:	Mohd Aris, Nor Afiqah, Jamaian, Siti Suhana
Format:	Article
Language:	English
Published:	2023
Subjects:	T Technology (General)
Online Access:	http://eprints.uthm.edu.my/9784/ http://eprints.uthm.edu.my/9784/1/J15807_0082aff3a6d68eae3f24b79bc11d56f6.pdf

Similar Items

Background subtraction challenges in motion detection using Gaussian mixture model: a survey
by: Mohd Aris, Nor Afiqah, et al.
Published: (2023)

Background subtraction challenges in motion detection using Gaussian mixture model: a survey
by: Mohd Aris, Nor Afiqah, et al.
Published: (2023)

Background subtraction challenges in motion detection using Gaussian mixture model: a survey
by: Mohd Aris, Nor Afiqah, et al.
Published: (2023)

Background subtraction challenges in motion detection using Gaussian mixture model: a survey
by: Mohd Aris, Nor Afiqah, et al.
Published: (2023)

Analysis on background subtraction for street surveillance
by: Zainuddin, N. Afiqah, et al.
Published: (2014)

Using Bimodal Gaussian Mixture Model-Based Algorithm for Background Segmentation in Thermal Fever Mass Screening
by: Siti Sofiah, Mohd Radzi, et al.
Published: (2011)

Aerial Based Traffic Monitoring And Vehicle Count Detection Using Background Subtraction
by: Muhamad, Muhamad Zulhilmi
Published: (2021)

Aerial Based Traffic Monitoring And Vehicle Count Detection Using Background Subtraction
by: Muhamad, Muhamad Zulhilmi
Published: (2021)

Removing shadow for hand segmentation based on background subtraction
by: O. K. Rahmat, Rahmita Wirza, et al.
Published: (2012)

Visual Tracking in Background Subtracted Image Sequences via Multi-Bernoulli Filtering
by: Hoseinnezhad, R., et al.
Published: (2013)

Fuzzy System Identification Using Gaussian Mixture Models
by: Gan, Ming Tao
Published: (2007)

Visual tracking of multiple targets by Multi-Bernoulli filtering of background subtracted image data
by: Hoseinnezhad, R., et al.
Published: (2011)

Swiftlet sound identification using vector quantization and gaussian mixture model
by: Siti Nurzalikha Zaini, Husni Zaini
Published: (2018)

Processing tree point clouds using Gaussian Mixture Models
by: Belton, David, et al.
Published: (2013)

Text independent speaker identification using gaussian mixture model
by: Ting, Chee Ming, et al.
Published: (2007)

Detection of dynamic background due to swaying movements from motion features
by: Pham, DucSon, et al.
Published: (2015)

Subtraction
by: Fitzpatrick, Donal
Published: (2010)

A Gaussian Mixture PHD Filter for Jump Markov System Models
by: Pasha, S., et al.
Published: (2009)

Efficient human motion detection with adaptive background for vision-based security system
by: Kamaru Zaman, Fadhlan Hafizhelmi, et al.
Published: (2017)

Adaptive background modeling for dynamics background
by: Zainuddin, Nor Afiqah, et al.
Published: (2016)

Basic emotions verification and identification using Gaussian Mixture Model (GMM) features extraction
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)

Basic emotions varification and identifiction using Gaussian Mixture Model (GMM) features extraction
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)

Background suppression for building accurate appearance models in human motion tracking
by: Lu, Y, et al.
Published: (2012)

Performance of subcarrier-OCDMA system with complementary subtraction detection technique.
by: Sahbudin, Ratna Kalos Zakiah, et al.
Published: (2011)

A Partially Uniform Target Birth Model for Gaussian Mixture PHD/CPHD Filtering
by: Beard, Michael, et al.
Published: (2013)

Incorporating mathematical thinking in addition and subtraction of fraction: real issues and challenges
by: Khalid, Madihah
Published: (2007)

Gaussian mixture importance sampling function for unscented SMC-PHD filter
by: Yoon, J., et al.
Published: (2013)

Gaussian mixture PHD and CPHD filtering with partially uniform target birth
by: Beard, Michael, et al.
Published: (2012)

An algebraic solution of maximum likelihood function in case of Gaussian mixture distribution
by: Awange, Joseph, et al.
Published: (2016)

Fraud detection in telecommunication industry using Gaussian mixed model
by: Mohd Yusoff, Mohd Izhan, et al.
Published: (2013)

Data Association and Track Management for the Gaussian Mixture Probability Hypothesis Density Filter
by: Panta, K., et al.
Published: (2009)

Noise Elimination for Image Subtraction in Printed Circuit Board Defect Detection Algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2013)

Effects of the power differences in the AND-subtraction detection technique in SAC-OCDMA system performance
by: Zan, Zuraidah, et al.
Published: (2006)

Square root Gaussian mixture PHD filter for multi-target bearings only tracking
by: Wong, S., et al.
Published: (2011)

Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram
by: Khosrowabadi, Reza, et al.
Published: (2011)

CMAC spectral subtraction for speech enhancement
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2001)

Suppression subtractive hybridization versus next-generation sequencing in plant genetic engineering: challenges and perspectives
by: Sahebi, Mahbod, et al.
Published: (2015)

Rockfall source identification using a hybrid Gaussian mixture-ensemble machine learning model and LiDAR data
by: Fanos, Ali Mutar, et al.
Published: (2019)

No-activation theorem for Gaussian nonclassical correlations by Gaussian operations
by: Mišta, Ladislav, et al.
Published: (2014)

Performance comparison of complementary and AND subtraction detection techniques for hybrid SCM SAC-OCDMA system
by: Sahbudin, Ratna Kalos Zakiah, et al.
Published: (2006)