DocumentCode
575436
Title
Detection and tracking an object in omni-directional images using particle filter
Author
Katayama, Koutaro ; Shibata, Keiji ; Horita, Yuukou
Author_Institution
Grad. Sch. of Sci. & Eng. for Educ., Univ. of Toyama, Toyama, Japan
fYear
2012
fDate
20-23 Aug. 2012
Firstpage
1040
Lastpage
1043
Abstract
It is predicted that demand for surveillance cameras become higher, and accordingly, object detection early and tracking object accurately are important. This paper proposes detection and tracking method for the omni-directional images taken by a camera with PAL. These method use particles filter for detection and tracking. In detection, the method uses that an object appears from the outer periphery of the imaging area. In tracking, the other method uses the estimation of the object area conforming to the shape the omni-directional images. As a result, the detection method has got to detect an object earlier, and the tracking method has tracked the object with high accuracy.
Keywords
cameras; object detection; object tracking; particle filtering (numerical methods); PAL; object area estimation; object detection; object tracking; omni-directional images; panoramic annular lens; particle filter; surveillance cameras; Cameras; Histograms; Lenses; Object detection; Particle filters; Surveillance; Detection; Omni-directional images; PAL; Particle filter; Tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location
Akita
ISSN
pending
Print_ISBN
978-1-4673-2259-1
Type
conf
Filename
6318596
Link To Document