Oil palm detection and health classification from UAV multispectral images using You Only Look Once (YOLO)

QR Code

Oil palm detection and health classification from UAV multispectral images using You Only Look Once (YOLO)

Elaeis guineensis is a tropical plant that originated in West Africa but is currently widely grown in many tropical places worldwide, including Malaysia. Malaysia is the world's second-largest palm oil exporter; hence, the government is willing to allocate RM100 million to the 2024 budget. With...

Full description

Bibliographic Details
Main Authors:	Lim, Bing Sern Abraham, Nor Azuana, Ramli, Wan Mohd Rozaimi, Wan Mustafa, Arya, Suraj
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2025
Subjects:	QA75 Electronic computers. Computer science
Online Access:	https://umpir.ump.edu.my/id/eprint/45503/

Similar Items

Object Detection for Safety Attire Using YOLO(You Only Look Once)
by: Afifuddin Arif, Shihabuddin Arip, et al.
Published: (2024)

Real-time personal protective equipment compliance detection using you only look once
by: Nurhanisah, Aminuddin, et al.
Published: (2024)

Assessment of weed classification using hyperspectral reflectance and optimal multispectral UAV imagery
by: Che’Ya, Nik Norasma, et al.
Published: (2021)

Predicting the stress level of students using supervised machine learning and artificial neural network (ANN)
by: Arya, Suraj, et al.
Published: (2024)

Prediction of international rice production using long short- term memory and machine learning models
by: Arya, Suraj, et al.
Published: (2025)

Weed detection in rice fields using UAV and multispectral aerial imagery †
by: Rosle, Rhushalshafira, et al.
Published: (2022)

YOLO Network-Based for Detection of Rice Leaf Disease
by: Faruq, Aziz, et al.
Published: (2023)

Human detection and tracking with YOLO and SORT tracking algorithm
by: Kader, Tanveer, et al.
Published: (2025)

Automatic Textile Stain Detection Using Yolo Algorithm
by: Keerthan, N., et al.
Published: (2024)

Established corticosteroid creams should be applied only once daily in patients with atopic eczema
by: Williams, Hywel C.
Published: (2007)

Comparative analysis of support vector machine, maximum likelihood and neural network classification on multispectral remote sensing data
by: Ahmad, Asmala, et al.
Published: (2018)

Computer vision and artificial intelligence (AI)-based ripeness classification of oil palm fruits in oil palm plantations
by: Chong, Wei Han, et al.
Published: (2025)

Improving YoloPX using YoloP and Yolov8 for panoptic driving perception
by: Xie, Yumeng, et al.
Published: (2025)

The less you look, the less you find Response
by: Williams, Teresa, et al.
Published: (2011)

Don't make it look good on paper only: analysts
by: New Sunday Tribune
Published: (2020)

ReSTiNet : On improving the performance of Tiny-YOLO-Based CNN architecture for applications in human detection
by: Sumit, Shahriar Shakir, et al.
Published: (2022)

Comparative study on leaf disease identification using Yolo v4 and Yolo v7 algorithm
by: Wang, Xinming, et al.
Published: (2023)

Animal Detection for Crop Protection Using Deep Learning: Insights from YOLO V3, R-CNN, Random Forest
by: G., Ramya, et al.
Published: (2025)

Budget 2021 should not look good on paper only - analysts
by: Borneo Post (KK)
Published: (2020)

Looking Glass: What happens when you look at a landscape
by: Schilo, Ann
Published: (2017)

Are you keen on looking after animal health
by: The Star
Published: (2018)

Do not register more than once
by: Babulal, Veena
Published: (2021)

2d Game-Based Awareness Of Child Abduction For Public : Found You
by: Chua, Celin Wan Jin
Published: (2023)

Glove defect detection via YOLO V5
by: Yong, Chen How, et al.
Published: (2021)

Move your data with you
Published: (2009)

A novel hierarchical approach for multispectral palmprint recognition
by: Hong, D., et al.
Published: (2015)

‘It's all the way you look at it, you know’: reading Bill ‘Bojangles’ Robinson's film career
by: Durkin, Hannah
Published: (2012)

Malaysia Airlines - Will the phoenix rise once more?
by: Mohd Zin, Syarizan Adzlinda
Published: (2009)

Yesterday once more: discrimination and LGBTI+ seniors
by: Webb, Eileen, et al.
Published: (2017)

Development of once per revolution sensor chatter
by: Edzamila, Dzaidi
Published: (2013)

You Look Pretty Happy: Attractiveness Moderates Emotion Perception
by: Lindeberg, S., et al.
Published: (2018)

“You have to look after yourself”: ECEC educators and resilience
by: Dobson, Madeleine
Published: (2018)

UCTI offers the only real Game in town
Published: (2010)

Joyousmeeting event management system (Table of contents and abstract only)
by: Wee , Magdeline Kah Ling
Published: (2007)

Message system with J2EE and Ajax technology (Table of contents and abstract only)
by: Su , Seong Lin
Published: (2007)

Investigation and analysis of crack detection using UAV and CNN: A case study of Hospital Raja Permaisuri Bainun
by: Goh, Wei Sheng, et al.
Published: (2023)

Using information technology as a communication tool in organization (Table of contents and abstract only)
by: Nur Iza Azani Aziz,
Published: (2007)

A real-time traffic sign recognition system for autonomous vehicle using Yolo / Nurul Paudziah Aida Mohd Paudzi
by: Mohd Paudzi, Nurul Paudziah Aida
Published: (2020)

Object tracking for autonomous vehicle using YOLO V3
by: Hung, William Chin Wei, et al.
Published: (2022)

Wood species recognition based on phase - only correlation (POC) technique
by: Nik Kamariah, Nik Ismail
Published: (2013)