Automatic detection of oil palm tree from UAV images based on the deep learning method

• Main Authors: Xinni, Liu, Kamarul Hawari, Ghazali, Fengrong, Han, Izzeldin, I. Mohd
• Format: Article
• Language: English; English
• Published: Bellwether Publishing, Ltd. 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/30344/1/Automatic%20detection%20of%20oil%20palm%20tree%20from%20UAV.pdf; http://umpir.ump.edu.my/id/eprint/30344/2/Automatic%20detection%20of%20oil%20palm%20tree%20from%20UAV_FULL.pdf; http://umpir.ump.edu.my/id/eprint/30344/; https://doi.org/10.1080/08839514.2020.1831226; https://doi.org/10.1080/08839514.2020.1831226

Palm oil is a major contributor to Malaysia’s GDP in the agriculture sector. The sheer vastness of oil palm plantations requires a huge effort to administer. An oil palm plantation in regards to the irrigation process, fertilization, and planning for planting new trees require an audit process to co...