How useful is Active Learning for Image-based Plant Phenotyping?
Koushik NagasubramanianTalukder Z. JuberyFateme Fotouhi ArdakaniSeyed Vahid MirnezamiAsheesh K. SinghArti SinghSoumik SarkarBaskar GanapathysubramanianPublished in: CoRR (2020)
Keyphrases
- active learning
- control system
- learning algorithm
- random sampling
- semi supervised
- real time control
- computer vision
- annotation effort
- learning strategies
- supervised learning
- selective sampling
- machine learning
- unlabeled data
- training set
- information systems
- training examples
- semi supervised learning
- pool based active learning
- transfer learning
- labeled data
- learning process
- multi view
- sample selection
- active learning strategies
- class imbalance
- cost sensitive
- relevance feedback
- fuzzy logic
- decision trees
- e learning
- information retrieval