A Hybrid Thermal-Visible Fusion for Outdoor Human Detection

Multisensory image fusion can be used to improve the visual interpretability of an image for further processing task. A hybrid thermal-visible image fusion is proposed in this paper to detect the target and produce an output image that had all the information from both sensors. The thermal target re...

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Main Authors:	Ezrinda, Mohd Zahidee, Kamarul Hawari, Ghazali, Ren, Jinchang, Mohd Zuki, Salleh
Format:	Article
Language:	English
Published:	Universiti Teknikal Malaysia 2018
Subjects:	QA Mathematics QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/21565/ http://umpir.ump.edu.my/id/eprint/21565/ http://umpir.ump.edu.my/id/eprint/21565/1/JTEC.pdf

id	ump-21565
recordtype	eprints
spelling	ump-215652018-07-12T01:58:20Z http://umpir.ump.edu.my/id/eprint/21565/ A Hybrid Thermal-Visible Fusion for Outdoor Human Detection Ezrinda, Mohd Zahidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh QA Mathematics QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering Multisensory image fusion can be used to improve the visual interpretability of an image for further processing task. A hybrid thermal-visible image fusion is proposed in this paper to detect the target and produce an output image that had all the information from both sensors. The thermal target region was extracted using Niblack algorithm and some morphological operators. Then, the source images were decomposed at pixel level using Stationary Wavelet Transform (SWT). The appropriate fusion rule were chosen for low and high frequency components and finally the fused image was obtained from inverse SWT. Results show that the proposed method achieve better to include figure of merit than the other three methods. Universiti Teknikal Malaysia 2018 Article PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/21565/1/JTEC.pdf Ezrinda, Mohd Zahidee and Kamarul Hawari, Ghazali and Ren, Jinchang and Mohd Zuki, Salleh (2018) A Hybrid Thermal-Visible Fusion for Outdoor Human Detection. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-4). pp. 79-83. ISSN 2289-8131 http://journal.utem.edu.my/index.php/jtec/article/view/3580
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA Mathematics QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	QA Mathematics QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering Ezrinda, Mohd Zahidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh A Hybrid Thermal-Visible Fusion for Outdoor Human Detection
description	Multisensory image fusion can be used to improve the visual interpretability of an image for further processing task. A hybrid thermal-visible image fusion is proposed in this paper to detect the target and produce an output image that had all the information from both sensors. The thermal target region was extracted using Niblack algorithm and some morphological operators. Then, the source images were decomposed at pixel level using Stationary Wavelet Transform (SWT). The appropriate fusion rule were chosen for low and high frequency components and finally the fused image was obtained from inverse SWT. Results show that the proposed method achieve better to include figure of merit than the other three methods.
format	Article
author	Ezrinda, Mohd Zahidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh
author_facet	Ezrinda, Mohd Zahidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh
author_sort	Ezrinda, Mohd Zahidee
title	A Hybrid Thermal-Visible Fusion for Outdoor Human Detection
title_short	A Hybrid Thermal-Visible Fusion for Outdoor Human Detection
title_full	A Hybrid Thermal-Visible Fusion for Outdoor Human Detection
title_fullStr	A Hybrid Thermal-Visible Fusion for Outdoor Human Detection
title_full_unstemmed	A Hybrid Thermal-Visible Fusion for Outdoor Human Detection
title_sort	hybrid thermal-visible fusion for outdoor human detection
publisher	Universiti Teknikal Malaysia
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/21565/ http://umpir.ump.edu.my/id/eprint/21565/ http://umpir.ump.edu.my/id/eprint/21565/1/JTEC.pdf
first_indexed	2023-09-18T22:31:41Z
last_indexed	2023-09-18T22:31:41Z
_version_	1777416328358920192

A Hybrid Thermal-Visible Fusion for Outdoor Human Detection

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