コンテンツメニュー

Matsumura Ryo


Object detection and tracking using particle filter

大島商船高等専門学校紀要 Volume 41 Page 75-85
published_at 2008-12
OS10041000011.pdf
[fulltext] 1.2 MB
Title
パーティクルフィルタを用いた進入検出と物体追跡
Object detection and tracking using particle filter
Creators Matsumura Ryo
Creators Okamura Kenshiro
Source Identifiers
Creator Keywords
Particle Filter object tracking multi-target detection
Object tracking is an important role in many areas of engineering such as surveillance and computer vision. Over the last few years, particle filters have been proved to be powerful tools for object tracking. To adopt particle filters, the number of tracking objects is very important. In this paper, we propose a method of entrance detection in the specific areas using two-state particle filters. We demonstrate the algorithm on a set of real object targets whose image contains a number of peoples, bicycles and cars.
Languages jpn
Resource Type departmental bulletin paper
Publishers 大島商船高等専門学校
Date Issued 2008-12
File Version Version of Record
Access Rights open access
Relations
[ISSN]0387-9232
[NCID]AN00031668