Semi-supervised online visual crop and weed classification in precision farming exploiting plant arrangement.
Philipp LottesCyrill StachnissPublished in: IROS (2017)
Keyphrases
- semi supervised
- decision trees
- supervised learning
- unsupervised learning
- classification scheme
- classification accuracy
- semi supervised classification
- feature selection
- semi supervised learning
- automatic classification
- support vector machine
- classification algorithm
- high precision
- visual information
- support vector machine svm
- online learning
- control system
- feature vectors
- feature space
- pattern recognition
- support vector
- machine learning
- supervised classification
- real time
- pattern classification
- fully supervised
- classification method
- labeled data
- multi view
- active learning
- benchmark datasets
- machine learning algorithms
- classification rules
- visual features
- text classification
- classification systems
- image classification
- unlabeled samples
- semi supervised learning algorithms