Cargando…

Online Least Squares One-Class Support Vector Machines-Based Abnormal Visual Event Detection

The abnormal event detection problem is an important subject in real-time video surveillance. In this paper, we propose a novel online one-class classification algorithm, online least squares one-class support vector machine (online LS-OC-SVM), combined with its sparsified version (sparse online LS-...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Tian, Chen, Jie, Zhou, Yi, Snoussi, Hichem
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Molecular Diversity Preservation International (MDPI) 2013
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3892866/ https://www.ncbi.nlm.nih.gov/pubmed/24351629 http://dx.doi.org/10.3390/s131217130

Ejemplares similares

Single Directional SMO Algorithm for Least Squares Support Vector Machines
por: Shao, Xigao, et al.
Publicado: (2013)

Employing Ray-Tracing and Least-Squares Support Vector Machines for Localisation †
por: Chitambira, Benny, et al.
Publicado: (2018)

Global-local least-squares support vector machine (GLocal-LS-SVM)
por: Youssef Ali Amer, Ahmed
Publicado: (2023)

Gene selection algorithms for microarray data based on least squares support vector machine
por: Tang, E Ke, et al.
Publicado: (2006)

Integrated application of uniform design and least-squares support vector machines to transfection optimization
por: Pan, Jin-Shui, et al.
Publicado: (2009)

Deviation of peak hours for metro stations based on least square support vector machine
por: Yu, Lijie, et al.
Publicado: (2023)

Partial least Squares- least squares- Support Vector Machine Modeling of ATR-IR as a Spectrophotometric Method for Detection and Determination of Iron in Pharmaceutical Formulations
por: Parhizkar, Elahehnaz, et al.
Publicado: (2019)

Leak Detection in Water Pipes Based on Maximum Entropy Version of Least Square Twin K-Class Support Vector Machine
por: Liu, Mingyang, et al.
Publicado: (2021)

Rapid and accurate determination of tissue optical properties using least-squares support vector machines
por: Barman, Ishan, et al.
Publicado: (2011)

Analysis of Diversified Radio and Television Data Based on Adaptive Least Squares Support Vector Machine
por: Liu, Jing, et al.
Publicado: (2022)

Detection of Abnormal Events via Optical Flow Feature Analysis
por: Wang, Tian, et al.
Publicado: (2015)

sEMG-angle estimation using feature engineering techniques for least square support vector machine
por: Gao, Yongsheng, et al.
Publicado: (2019)

Crosstalk tolerance analysis of coupled-line structures using least square-support vector machine technique
por: Alijani, Mohammad G. H., et al.
Publicado: (2023)

Application of Least-Squares Support Vector Machines for Quantitative Evaluation of Known Contaminant in Water Distribution System Using Online Water Quality Parameters
por: Wang, Kexin, et al.
Publicado: (2018)

Combination of the Manifold Dimensionality Reduction Methods with Least Squares Support vector machines for Classifying the Species of Sorghum Seeds
por: Chen, Y. M., et al.
Publicado: (2016)

Inline Measurement of Particle Concentrations in Multicomponent Suspensions using Ultrasonic Sensor and Least Squares Support Vector Machines
por: Zhan, Xiaobin, et al.
Publicado: (2015)

Effect of Lithium-Slag in the Performance of Slag Cement Mortar Based on Least-Squares Support Vector Machine Prediction
por: Lu, Jianghu, et al.
Publicado: (2019)

Analytically Embedding Differential Equation Constraints into Least Squares Support Vector Machines Using the Theory of Functional Connections
por: Leake, Carl, et al.
Publicado: (2019)

A new regularized least squares support vector regression for gene selection
por: Chen, Pei-Chun, et al.
Publicado: (2009)

A Hybrid Hierarchical Approach for Brain Tissue Segmentation by Combining Brain Atlas and Least Square Support Vector Machine
por: Kasiri, Keyvan, et al.
Publicado: (2013)

Spectroscopic Determination of Aboveground Biomass in Grasslands Using Spectral Transformations, Support Vector Machine and Partial Least Squares Regression
por: Marabel, Miguel, et al.
Publicado: (2013)

Detection of Glutamic Acid in Oilseed Rape Leaves Using Near Infrared Spectroscopy and the Least Squares-Support Vector Machine
por: Bao, Yidan, et al.
Publicado: (2012)

Bearing Fault Diagnosis Using a Particle Swarm Optimization-Least Squares Wavelet Support Vector Machine Classifier
por: Van, Mien, et al.
Publicado: (2020)

Edible Gelatin Diagnosis Using Laser-Induced Breakdown Spectroscopy and Partial Least Square Assisted Support Vector Machine
por: Zhang, Hao, et al.
Publicado: (2019)

Predictive diagnosis of chronic obstructive pulmonary disease using serum metabolic biomarkers and least‐squares support vector machine
por: Zheng, Hong, et al.
Publicado: (2020)

A new prognostic model of esophageal squamous cell carcinoma based on Cloud-least squares support vector machine
por: Liu, Ke, et al.
Publicado: (2023)

A Nonlinear Adaptive Beamforming Algorithm Based on Least Squares Support Vector Regression
por: Wang, Lutao, et al.
Publicado: (2012)

Fast Algorithms for Structured Least Squares and Total Least Squares Problems
por: Kalsi, Anoop, et al.
Publicado: (2006)

Wireless IoT and Cyber-Physical System for Health Monitoring Using Honey Badger Optimized Least-Squares Support-Vector Machine
por: Premalatha, G., et al.
Publicado: (2022)

Measuring Abnormal Brains: Building Normative Rules in Neuroimaging Using One-Class Support Vector Machines
por: Sato, João Ricardo, et al.
Publicado: (2012)

Metal Artifact Reduction and Segmentation of Dental Computerized Tomography Images Using Least Square Support Vector Machine and Mean Shift Algorithm
por: Mortaheb, Parinaz, et al.
Publicado: (2016)

Modeling and Compensation of Random Drift of MEMS Gyroscopes Based on Least Squares Support Vector Machine Optimized by Chaotic Particle Swarm Optimization
por: Xing, Haifeng, et al.
Publicado: (2017)

SAW Torque Sensor Gyroscopic Effect Compensation by Least Squares Support Vector Machine Algorithm Based on Chaos Estimation of Distributed Algorithm
por: Han, Wei, et al.
Publicado: (2019)

Research and Application of an Air Quality Early Warning System Based on a Modified Least Squares Support Vector Machine and a Cloud Model
por: Wang, Jianzhou, et al.
Publicado: (2017)

End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream
por: Hamdi, Slim, et al.
Publicado: (2021)

Quasi-least squares regression
por: Shults, Justine, et al.
Publicado: (2014)

Solving least squares problems /
por: Lawson, Charles L.
Publicado: (1995)

Solving least squares problems
por: Lawson, Charles L, et al.
Publicado: (1995)

Solving least squares problems
por: Lawson, Charles L, et al.
Publicado: (1974)

Identification of Shearer Cutting Patterns Using Vibration Signals Based on a Least Squares Support Vector Machine with an Improved Fruit Fly Optimization Algorithm
por: Si, Lei, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_daqsounuqg16v5btquaresjbt9