Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model

Recently, intelligent video surveillance applications have become essential in public security by the use of computer vision technologies to investigate and understand long video streams. Anomaly detection and classification are considered a major element of intelligent video surveillance. The aim o...

Full description

Autores:
Mansour, Romany F.
Escorcia-García, José
Gamarra, Margarita
VILLANUEVA, JAIR ASIR
Leal, Nallig
Tipo de recurso:
http://purl.org/coar/resource_type/c_816b
Fecha de publicación:
2021
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/8394
Acceso en línea:
https://hdl.handle.net/11323/8394
https://doi.org/10.1016/j.imavis.2021.104229
https://repositorio.cuc.edu.co/
Palabra clave:
Video surveillance
Intelligent systems
Anomaly detection
Deep reinforcement learning
UCSD dataset
Rights
openAccess
License
CC0 1.0 Universal