Young and mature oil palm tree detection and counting using convolutional neural network deep learning method

• Main Authors: Abd Mubin, Nurulain, Nadarajoo, Eiswary, Mohd Shafri, Helmi Zulhaidi, Hamedianfar, Alireza
• Format: Article
• Language: English
• Published: Taylor & Francis 2019
• Online Access: http://psasir.upm.edu.my/id/eprint/82771/1/Young%20and%20mature%20oil%20palm%20tree%20.pdf; http://psasir.upm.edu.my/id/eprint/82771/; https://www.tandfonline.com/doi/abs/10.1080/01431161.2019.1569282

Detection and counting of oil palm are important in oil palm plantation management. In this article, we use a deep learning approach to predict and count oil palms in satellite imagery. Previous oil palm detections commonly focus on detecting oil palm trees that do not have overlapping crowns. Besid...