Multi-levels classification for tropical tree species identification using in-situ hyperspectral data

• Main Authors: Lau, Alvin Meng Shin, Chew, Wei Chuang, Lawal, M.
• Format: Conference or Workshop Item
• Published: 2015
• Subjects: SD Forestry
• Online Access: http://eprints.utm.my/id/eprint/62225/; http://radar.com.my/iwgrs2015/regform/iwgrs2015-call%20for%20papers%20Brochure.pdf
• Institution: Universiti Teknologi Malaysia

Multi-Levels classification process has been applied to handle a large number of tropical forest tree species using in-situ Hyperspectral data. Improvement in overall classification accuracy has been achieved with Support Vector Machine and Maximum Likelihood Classifier in identifying twenty tropica...