Grey-Level Cooccurrence Matrix Performance Evaluation for Heading Angle Estimation of Moveable Vision System in Static Environment
Joint Authors
Mustafa, Mohd Marzuki
Ramli, Rizauddin
Zainal, Zairulazha
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-05-23
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
A method of extracting information in estimating heading angle of vision system is presented.
Integration of grey-level cooccurrence matrix (GLCM) in an area of interest selection is carried out to choose a suitable region that is feasible for optical flow generation.
The selected area is employed for optical flow generation by using Horn-Schunck method.
From the generated optical flow, heading angle is estimated and enhanced via moving median filter (MMF).
In order to ascertain the effectiveness of GLCM, we compared the result with a different estimation method of optical flow which is generated directly from untouched greyscale images.
The performance of GLCM is compared to the true heading, and the error is evaluated through mean absolute deviation (MAE).
The result ensured that GLCM can improve the estimation result of the heading angle of vision system significantly.
American Psychological Association (APA)
Zainal, Zairulazha& Ramli, Rizauddin& Mustafa, Mohd Marzuki. 2013. Grey-Level Cooccurrence Matrix Performance Evaluation for Heading Angle Estimation of Moveable Vision System in Static Environment. Journal of Sensors،Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-486058
Modern Language Association (MLA)
Zainal, Zairulazha…[et al.]. Grey-Level Cooccurrence Matrix Performance Evaluation for Heading Angle Estimation of Moveable Vision System in Static Environment. Journal of Sensors No. 2013 (2013), pp.1-6.
https://search.emarefa.net/detail/BIM-486058
American Medical Association (AMA)
Zainal, Zairulazha& Ramli, Rizauddin& Mustafa, Mohd Marzuki. Grey-Level Cooccurrence Matrix Performance Evaluation for Heading Angle Estimation of Moveable Vision System in Static Environment. Journal of Sensors. 2013. Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-486058
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-486058