Evaluation of Transfer Learning Techniques with Convolutional Neural Networks (CNNs) to Detect the Existence of Roads in High-Resolution Aerial Imagery.
Calimanut-Ionut CiraRamón AlcarriaMiguel-Ángel Manso-CallejoFrancisco SerradillaPublished in: ICAI (2019)
Keyphrases
- transfer learning
- convolutional neural networks
- learning tasks
- aerial images
- knowledge transfer
- labeled data
- reinforcement learning
- multi task learning
- machine learning
- transfer knowledge
- domain adaptation
- cross domain
- text classification
- semi supervised learning
- structure learning
- multi task
- text categorization
- cross domain learning
- semi supervised
- active learning
- machine learning algorithms
- unlabeled data
- text mining
- natural language processing
- target domain
- association rules
- similarity measure
- learning algorithm
- manifold alignment
- data mining
- databases