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 Zaihidee, Kamarul Hawari, Ghazali, Ren, Jinchang, Mohd Zuki, Salleh
Format:	Conference or Workshop Item
Language:	English English
Published:	2017
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/17907/ http://umpir.ump.edu.my/id/eprint/17907/1/fkee-2017-ezrinda-Hybrid%20Thermal-visible%20Fusion%20for%20Outdoor1.pdf http://umpir.ump.edu.my/id/eprint/17907/2/JTEC_maltesas_ezrinda_final.pdf

id	ump-17907
recordtype	eprints
spelling	ump-179072018-01-09T01:13:44Z http://umpir.ump.edu.my/id/eprint/17907/ A Hybrid Thermal-visible Fusion for Outdoor Human Detection Ezrinda, Mohd Zaihidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh 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. 2017 Conference or Workshop Item NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/17907/1/fkee-2017-ezrinda-Hybrid%20Thermal-visible%20Fusion%20for%20Outdoor1.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/17907/2/JTEC_maltesas_ezrinda_final.pdf Ezrinda, Mohd Zaihidee and Kamarul Hawari, Ghazali and Ren, Jinchang and Mohd Zuki, Salleh (2017) A Hybrid Thermal-visible Fusion for Outdoor Human Detection. In: Progress in Electronics Engineering, Computer Engineering and Information Technology (PIECT 2017), 16-18 May 2017 , Bandung, Indonesia. pp. 1-6.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Ezrinda, Mohd Zaihidee 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	Conference or Workshop Item
author	Ezrinda, Mohd Zaihidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh
author_facet	Ezrinda, Mohd Zaihidee Kamarul Hawari, Ghazali Ren, Jinchang Mohd Zuki, Salleh
author_sort	Ezrinda, Mohd Zaihidee
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
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/17907/ http://umpir.ump.edu.my/id/eprint/17907/1/fkee-2017-ezrinda-Hybrid%20Thermal-visible%20Fusion%20for%20Outdoor1.pdf http://umpir.ump.edu.my/id/eprint/17907/2/JTEC_maltesas_ezrinda_final.pdf
first_indexed	2023-09-18T22:25:01Z
last_indexed	2023-09-18T22:25:01Z
_version_	1777415909008211968

A Hybrid Thermal-visible Fusion for Outdoor Human Detection

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