Modeling and detection of invasive trees using UAV image and machine learning in a subtropical forest in Brazil.
Sally Deborah Pereira da SilvaFernando Coelho EugenioRoberta Aparecida FantinelLucio de Paula AmaralAlexandre Rosa dos SantosCaroline Lorenci MallmannFernanda Dias dos SantosRudiney Soares PereiraRégis RuosoPublished in: Ecol. Informatics (2023)
Keyphrases
- machine learning
- image data
- input image
- image segmentation
- template matching
- single image
- multiscale
- image classification
- decision trees
- image features
- image matching
- edge detection
- image analysis
- similarity measure
- image content
- object detection
- image pixels
- segmentation method
- image retrieval
- test images
- image representation
- bounding box
- segmentation algorithm
- image structure
- image collections
- digital images
- machine learning methods
- high resolution
- partial occlusion
- circular hough transform
- spatial information
- image regions
- detection algorithm
- feature points
- image sequences
- learning algorithm