The Effects of Different Image Parameters on Human Action Recognition Models Trained on Real and Synthetic Image Data.
Keith ManJavaan S. ChahlWolfgang MayerAsanka G. PereraPublished in: IEEE Access (2024)
Keyphrases
- image data
- action recognition
- static images
- image content
- human movements
- human actions
- bag of features
- human detection
- human activities
- parameter estimation
- image classification
- body parts
- bag of words
- input image
- action classification
- probabilistic model
- mid level
- random fields
- computer vision
- activity recognition
- single image
- image segmentation
- image retrieval
- multiscale
- range data
- object segmentation
- image features
- high resolution
- feature points
- markov random field
- machine learning
- motion history images
- recognizing human actions
- recognizing actions