Individual Tree-Crown Detection and Species Identification in Heterogeneous Forests Using Aerial RGB Imagery and Deep Learning.
Mirela BeloiuLucca HeinzmannNataliia RehushArthur GesslerVerena C. GriessPublished in: Remote. Sens. (2023)
Keyphrases
- deep learning
- aerial imagery
- aerial images
- tree crown
- lidar data
- power line
- machine learning
- urban areas
- unsupervised feature learning
- unsupervised learning
- weakly supervised
- high resolution
- color space
- mental models
- natural images
- text mining
- object detection
- color images
- object recognition
- pattern recognition
- reinforcement learning
- training data