A novel model selection and ensemble approach for tree species recognition using UAV images
Author:
Affiliation:
1. School of Mathematics and Computer Science, Lishui University, China
2. Lishui Baiyunshan Ecological Forest Farm, China
3. Longquan Conservation Center, Baishanzu National Park Management Bureau, China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3672758.3672834
Reference12 articles.
1. Review of studies on tree species classification from remotely sensed data
2. Spectral and Texture Features Combined for Forest Tree species Classification with Airborne Hyperspectral Imagery
3. Tree species mapping in tropical forests using multi-temporal imaging spectroscopy: Wavelength adaptive spectral mixture analysis
4. Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data
5. Urban Tree Species Classification Using a WorldView-2/3 and LiDAR Data Fusion Approach and Deep Learning
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