Recognition and Classification of Human Actions Using 2D Pose Estimation and Machine Learning.
Monika DhimanAkash SharmaSarbjeet SinghPublished in: J. Comput. Sci. Eng. (2022)
Keyphrases
- machine learning
- action recognition
- human actions
- machine learning algorithms
- decision trees
- recognizing actions
- human activities
- activity recognition
- action classification
- feature extraction
- human pose
- text classification
- learning algorithm
- supervised learning
- object recognition
- feature space
- unsupervised learning
- computer vision
- feature selection
- spatio temporal
- motion recognition
- human motion
- semi supervised learning
- active learning
- recognizing human actions
- training set
- action sequences
- human activity recognition
- data mining
- motion capture data
- pose estimation
- visual features
- image classification
- software engineering
- feature vectors
- video sequences