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Object tracking and size estimation in 3d space with thermal camera and particle filter

大島商船高等専門学校紀要 Volume 46 Page 29-40
published_at 2013-12
OS10046000005.pdf
[fulltext] 1.36 MB
Title
サーマルカメラとパーティクルフィルタを用いた 3次元空間上での物体追跡と大きさ推定
Object tracking and size estimation in 3d space with thermal camera and particle filter
Creators Okamura Kenshiro
Creators Saigo Yoshikazu
Creators Kawai Hironori
Source Identifiers
Creator Keywords
Video Surveillance Particle Filter Thermal Camera Object Tracking Size Estimation
A coastal area is exposed to a great number of threats such as smuggling, poaching, stealing fishing implements and some other crimes. These crimes are mostly committed after dark and in places where there are no lights. A thermal camera can detect heat energy and it has higher detection accuracy in complete darkness. Until recently, the cost of using the thermal camera has been prohibitive for usual practical surveillance. But new materials and other improvements make its price more reasonable and provide good tools for all-day surveillance. Using the thermal camera, we show some methods that provide the automatic video surveillance system with the ability to detect moving objects and determine the 3D positions and the sizes of these objects.
Languages jpn
Resource Type departmental bulletin paper
Publishers 大島商船高等専門学校
Date Issued 2013-12
File Version Version of Record
Access Rights open access
Relations
[ISSN]0387-9232
[NCID]AN00031668