Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing
The evolution of food manufacturer in global contribute in national income of the country. Agriculture has been a part of everyone’s life which result in providing food become the building block of every human being. Malaysia is only country experiencing deteriorating development contribute (25.9%)...
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| Format: | Article |
| Language: | English |
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Penerbit UMP
2021
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| Online Access: | http://umpir.ump.edu.my/id/eprint/33674/ http://umpir.ump.edu.my/id/eprint/33674/1/Classification%20of%20plant%20health%20_capsicum%20frutescens_%20normalize%20differences.pdf |
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| author | Nurin Awanis, Mohd Rudin Suhaimi, Puteh Jessnor Arif, Mat Jizat Ismail, Mohd Khairuddin Anwar P. P., Abdul Majeed Mohd Azraai, Mohd Razman |
| author_facet | Nurin Awanis, Mohd Rudin Suhaimi, Puteh Jessnor Arif, Mat Jizat Ismail, Mohd Khairuddin Anwar P. P., Abdul Majeed Mohd Azraai, Mohd Razman |
| author_sort | Nurin Awanis, Mohd Rudin |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The evolution of food manufacturer in global contribute in national income of the country. Agriculture has been a part of everyone’s life which result in providing food become the building block of every human being. Malaysia is only country experiencing deteriorating development contribute (25.9%) agriculture in Gross Deficient Domestics Product (GDP) while others are fishing (12%), rubber (3.0%) and forestry & logging (6.3%), livestock (15.3%). In line with the development of technology in present century, a lot of methods and technique introduced to upgrowth agriculture sector by focusing to the plant health. The aims of this study are to classify of agriculture plant health through NDVI using image processing. Image processing is a technique representing operations and observation on an image. The images of plant will be captured in this investigation to obtain a photo without (Infra-Red) IR imaging filter. Some of steps must be perform which also include of using multi-function software to gain NDVI values of plant. The main objective in this study is to classify plant health by performing the vegetation index of plant and identify the best machine learning to be applied. |
| first_indexed | 2025-11-15T03:11:05Z |
| format | Article |
| id | ump-33674 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T03:11:05Z |
| publishDate | 2021 |
| publisher | Penerbit UMP |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-336742022-04-11T03:50:29Z http://umpir.ump.edu.my/id/eprint/33674/ Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing Nurin Awanis, Mohd Rudin Suhaimi, Puteh Jessnor Arif, Mat Jizat Ismail, Mohd Khairuddin Anwar P. P., Abdul Majeed Mohd Azraai, Mohd Razman TK Electrical engineering. Electronics Nuclear engineering The evolution of food manufacturer in global contribute in national income of the country. Agriculture has been a part of everyone’s life which result in providing food become the building block of every human being. Malaysia is only country experiencing deteriorating development contribute (25.9%) agriculture in Gross Deficient Domestics Product (GDP) while others are fishing (12%), rubber (3.0%) and forestry & logging (6.3%), livestock (15.3%). In line with the development of technology in present century, a lot of methods and technique introduced to upgrowth agriculture sector by focusing to the plant health. The aims of this study are to classify of agriculture plant health through NDVI using image processing. Image processing is a technique representing operations and observation on an image. The images of plant will be captured in this investigation to obtain a photo without (Infra-Red) IR imaging filter. Some of steps must be perform which also include of using multi-function software to gain NDVI values of plant. The main objective in this study is to classify plant health by performing the vegetation index of plant and identify the best machine learning to be applied. Penerbit UMP 2021 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/33674/1/Classification%20of%20plant%20health%20_capsicum%20frutescens_%20normalize%20differences.pdf Nurin Awanis, Mohd Rudin and Suhaimi, Puteh and Jessnor Arif, Mat Jizat and Ismail, Mohd Khairuddin and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman (2021) Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (1). pp. 89-96. ISSN 2637-0883. (Published) https://doi.org/10.15282/mekatronika.v3i1.7158 https://doi.org/10.15282/mekatronika.v3i1.7158 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Nurin Awanis, Mohd Rudin Suhaimi, Puteh Jessnor Arif, Mat Jizat Ismail, Mohd Khairuddin Anwar P. P., Abdul Majeed Mohd Azraai, Mohd Razman Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| title | Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| title_full | Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| title_fullStr | Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| title_full_unstemmed | Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| title_short | Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| title_sort | classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/33674/ http://umpir.ump.edu.my/id/eprint/33674/ http://umpir.ump.edu.my/id/eprint/33674/ http://umpir.ump.edu.my/id/eprint/33674/1/Classification%20of%20plant%20health%20_capsicum%20frutescens_%20normalize%20differences.pdf |