Fire Recognition Using RGB and YCBCR Color Space
This project was inspired by the imperfect of vision based system to detect fire which sometimes causing detection of false alarm due to the interruption of environment (lighting). In this work, a system for fire recognition is developed based on a set of rules of conforming the value of R, G, B, Y,...
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| Format: | Conference or Workshop Item |
| Language: | English |
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2015
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| Online Access: | http://umpir.ump.edu.my/id/eprint/11273/ http://umpir.ump.edu.my/id/eprint/11273/1/Fire%20Recognition%20Using%20RGB%20and%20YCBCR%20Color%20Space.pdf |
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ump-11273 |
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eprints |
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ump-112732019-10-15T08:07:48Z http://umpir.ump.edu.my/id/eprint/11273/ Fire Recognition Using RGB and YCBCR Color Space Nor Anis Aneza, Lokman Norsyahirah Izzati, Zaidi Mohd Razali, Daud Khor, Ai Chia Hendriyawan, Achmad TK Electrical engineering. Electronics Nuclear engineering This project was inspired by the imperfect of vision based system to detect fire which sometimes causing detection of false alarm due to the interruption of environment (lighting). In this work, a system for fire recognition is developed based on a set of rules of conforming the value of R, G, B, Y, Cb and Cr component in an image. The performance of the system is tested on one hundred images of fire and non-fire, and they are taken during morning, afternoon and evening to ensure the system is robust to different surrounding brightness. However, the images will undergoes several steps of pre-processing to minimize noises. As a result, both color spaces, RGB and YCbCr have high detection rate of fire which is 90% and 100% respectively. YCbCr color space shows the best performance compared to RGB because it can separate luminance from chrominance more effectively than RGB color space. 2015 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/11273/1/Fire%20Recognition%20Using%20RGB%20and%20YCBCR%20Color%20Space.pdf Nor Anis Aneza, Lokman and Norsyahirah Izzati, Zaidi and Mohd Razali, Daud and Khor, Ai Chia and Hendriyawan, Achmad (2015) Fire Recognition Using RGB and YCBCR Color Space. In: International Conference on Electrical, Control and Computer Engineering 2015, 27-28 Oct 2015 , Kuantan, Pahang. . (Unpublished) |
| repository_type |
Digital Repository |
| institution_category |
Local University |
| institution |
Universiti Malaysia Pahang |
| building |
UMP Institutional Repository |
| collection |
Online Access |
| language |
English |
| topic |
TK Electrical engineering. Electronics Nuclear engineering |
| spellingShingle |
TK Electrical engineering. Electronics Nuclear engineering Nor Anis Aneza, Lokman Norsyahirah Izzati, Zaidi Mohd Razali, Daud Khor, Ai Chia Hendriyawan, Achmad Fire Recognition Using RGB and YCBCR Color Space |
| description |
This project was inspired by the imperfect of vision based system to detect fire which sometimes causing detection of false alarm due to the interruption of environment (lighting). In this work, a system for fire recognition is developed based on a set of rules of conforming the value of R, G, B, Y, Cb and Cr component in an image. The performance of the system is tested on one hundred images of fire and non-fire, and they are taken during morning, afternoon and evening to ensure the system is robust to different surrounding brightness. However, the images will undergoes several steps of pre-processing to minimize noises. As a result, both color spaces, RGB and YCbCr have high detection rate of fire which is 90% and 100% respectively. YCbCr color space shows the best performance compared to RGB because it can separate luminance from chrominance more effectively than RGB color space. |
| format |
Conference or Workshop Item |
| author |
Nor Anis Aneza, Lokman Norsyahirah Izzati, Zaidi Mohd Razali, Daud Khor, Ai Chia Hendriyawan, Achmad |
| author_facet |
Nor Anis Aneza, Lokman Norsyahirah Izzati, Zaidi Mohd Razali, Daud Khor, Ai Chia Hendriyawan, Achmad |
| author_sort |
Nor Anis Aneza, Lokman |
| title |
Fire Recognition Using RGB and YCBCR Color Space |
| title_short |
Fire Recognition Using RGB and YCBCR Color Space |
| title_full |
Fire Recognition Using RGB and YCBCR Color Space |
| title_fullStr |
Fire Recognition Using RGB and YCBCR Color Space |
| title_full_unstemmed |
Fire Recognition Using RGB and YCBCR Color Space |
| title_sort |
fire recognition using rgb and ycbcr color space |
| publishDate |
2015 |
| url |
http://umpir.ump.edu.my/id/eprint/11273/ http://umpir.ump.edu.my/id/eprint/11273/1/Fire%20Recognition%20Using%20RGB%20and%20YCBCR%20Color%20Space.pdf |
| first_indexed |
2023-09-18T22:11:50Z |
| last_indexed |
2023-09-18T22:11:50Z |
| _version_ |
1777415079298334720 |