Automated feature-specific tree species identification from natural images using deep semi-supervised learning.
Dewald HomanJohan A. du PreezPublished in: Ecol. Informatics (2021)
Keyphrases
- natural images
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- higher order
- multiscale
- natural scenes
- image denoising
- object recognition
- unsupervised learning
- supervised learning
- machine learning
- input image
- denoising
- active learning
- sparse coding
- image patches
- statistics of natural images
- superpixels
- image features
- test images
- transfer learning
- saliency map
- image statistics
- text classification
- training data
- deep learning
- image representation
- data points
- reinforcement learning
- bayesian networks
- image processing