ID 113537
Author
Ikuno, Takako Tokushima University
Keywords
Template matching
Genetic Algorithm
Random search
Lost property detection
Content Type
Journal Article
Description
In this paper, we propose an object search method which is adapted to transformation of an object to be searched to detect lost property. Object search is divided into two types; global and local searches. We used a template matching using Genetic Algorithm (GA) in the global search. Moreover we use a random search in the local search. According to experimental results, this system can detect rough position of the object to be searched. The search accuracy obtained using the present method is 83.6%, and that of a comparative experiment using only GA is 42.1%. We have verified that our proposed method is effective for lost property detection. In the future, we need to increase search accuracy to search objects more stably. In particular, we need to improve local search.
Journal Title
Journal of the Institute of Industrial Applications Engineers
ISSN
21878811
21881758
Publisher
The Institute of Industrial Applications Engineers
Volume
3
Issue
2
Start Page
59
End Page
64
Published Date
2015-04-25
Rights
© 2015 The Authors. This is an open access article distributed under the terms of the Creative Commons Attribution License(https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
EDB ID
DOI (Published Version)
URL ( Publisher's Version )
FullText File
language
eng
TextVersion
Publisher
departments
Science and Technology