RNNs, CNNs and Transformers in Human Action Recognition: A Survey and A Hybrid Model.
Khaled AlomarHalil Ibrahim AyselXiaohao CaiPublished in: CoRR (2024)
Keyphrases
- action recognition
- hybrid model
- static images
- human activities
- human movements
- bag of words
- artificial neural networks
- recurrent neural networks
- human actions
- human detection
- computer vision
- action classification
- motion history images
- activity recognition
- motion capture data
- human object interactions
- hybrid models
- support vector regression
- body parts
- recognition of human actions
- recognizing human actions
- action primitives
- video dataset
- support vector machine svm
- view invariant action recognition
- view invariant
- action detection
- recognizing actions
- human activity recognition
- max margin
- feature extraction
- machine learning