Title :
Statistical moving object detection for mobile devices with camera
Author :
Cuevas, Carlos ; Mohedano, Raul ; Garcia, Narciso
Author_Institution :
Grupo de Tratamiento de Imagenes, Univ. Politec. de Madrid, Madrid, Spain
Abstract :
A novel and high-quality system for moving object detection in sequences recorded with moving cameras is proposed. This system is based on the collaboration between an automatic homography estimation module for image alignment, and a robust moving object detection using an efficient spatio-temporal nonparametric background modeling.
Keywords :
image motion analysis; image sequences; object detection; automatic homography estimation module; efficient spatio-temporal nonparametric background modeling; image alignment; mobile devices; moving cameras; statistical moving object detection; Adaptation models; Cameras; Computational modeling; Consumer electronics; Estimation; Kernel; Object detection;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066301
