Deep learning faster region-based convolutional neural network technique for oil palm tree counting

• Main Authors: Xinni, Liu, Kamarul Hawari, Ghazali, Fengrong, Han, Izzeldin, I. Mohd
• Format: Article
• Language: English; English
• Published: The Mattingley Publishing Co., Inc. 2020
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/30345/1/Deep%20learning%20faster%20region-based%20convolutional%20neural_FULL.pdf; http://umpir.ump.edu.my/id/eprint/30345/2/Deep%20learning%20faster%20region-based%20convolutional%20neural%20network.pdf; http://umpir.ump.edu.my/id/eprint/30345/; http://testmagzine.biz/index.php/testmagzine/article/view/11971
• Institution: Universiti Malaysia Pahang

With the current development of image processing techniques, deep learning and machine learning methods have achieved tremendous performance specifically in aerial view image classification and detection. Deep learning convolutional neural network (CNN) has been known to be a state-of-art technique...