Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging.
Olli NevalainenEija HonkavaaraSakari TuominenNiko ViljanenTeemu HakalaXiaowei YuJuha HyyppäHeikki SaariIlkka PölönenNilton Nobuhiro ImaiAntonio M. G. TommaselliPublished in: Remote. Sens. (2017)
Keyphrases
- point cloud
- hyperspectral imaging
- target detection
- hyperspectral images
- pattern recognition
- laser scanner
- false positives
- false alarms
- structure from motion
- hyperspectral imagery
- hyperspectral
- object detection
- hyperspectral data
- support vector
- infrared
- feature space
- point sets
- feature extraction
- machine learning
- point cloud data
- multi sensor
- detection rate
- remote sensing
- detection method
- detection algorithm
- computer vision
- dimension reduction
- vision system
- support vector machine
- feature selection