Deep Learning for Plant Species Classification using Leaf Vein Morphometric

• Main Authors: Tan, Jing Wei, Chang, Siow Wee, Kareem, Sameem Abdul, Yap, Hwa Jen, Yong, Kien Thai
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2018
• Subjects: Q Science (General); QA75 Electronic computers. Computer science; QH Natural history; TJ Mechanical engineering and machinery
• Online Access: http://eprints.um.edu.my/24834/; https://doi.org/10.1109/TCBB.2018.2848653

An automated plant species identification system could help botanists and layman in identifying plant species rapidly. Deep learning is robust for feature extraction as it is superior in providing deeper information of images. In this research, a new CNN-based method named D-Leaf was proposed. The l...