Combining off-the-shelf Image Classifiers with Transfer Learning for Activity Recognition.
Amit KumarKristina Y. YordanovaThomas KirsteMohit KumarPublished in: iWOAR (2018)
Keyphrases
- activity recognition
- transfer learning
- human activity recognition
- learning tasks
- human activities
- machine learning algorithms
- active learning
- knowledge transfer
- labeled data
- action recognition
- machine learning
- accelerometer data
- image classification
- image retrieval
- text classification
- semi supervised learning
- cross domain
- reinforcement learning
- multi task
- text categorization
- collaborative filtering
- feature selection
- smart home
- target domain
- text mining
- semi supervised
- training data
- unlabeled data
- class labels
- visual features
- decision trees
- computer vision