Applying Deep Learning Models to Action Recognition of Swimming Mice with the Scarcity of Training Data.
Ngoc Giang NguyenMera Kartika DelimayantiBedy PurnamaKunti Robiatul MahmudahMamoru KuboMakiko KakikawaYoichi YamadaKenji SatouPublished in: BIOINFORMATICS (2019)
Keyphrases
- action recognition
- learning models
- training data
- learning algorithm
- classification models
- semi supervised learning
- machine learning
- bag of words
- human actions
- activity recognition
- computer vision
- action classification
- learning tasks
- supervised learning
- loss function
- machine learning algorithms
- recognizing human actions
- conditional random fields
- decision trees
- recognition of human actions
- learning problems
- training set
- semi supervised
- unlabeled data
- labeled data
- prior knowledge
- recognizing actions
- training examples
- human activities
- information extraction
- feature extraction