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

Internet

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