A Machine Learning Method with Threshold Based Parallel Feature Fusion and Feature Selection for Automated Gait Recognition.
Muhammad SharifMuhammad Attique KhanMuhammad Zeeshan TahirMussarat YasminTanzila SabaUrcun John TanikPublished in: J. Organ. End User Comput. (2020)
Keyphrases
- feature fusion
- human recognition
- gait recognition
- feature selection
- gait features
- feature extraction
- human identification
- data reduction
- multiple features
- single feature
- principal component analysis
- human motion
- multi class
- dimensionality reduction
- feature set
- background subtraction
- classification accuracy
- fusion algorithm
- subspace learning
- spatio temporal
- gait analysis
- image processing
- pattern recognition
- fusion method
- feature selection algorithms
- supervised learning
- feature space
- feature ranking
- dimensionality reduction methods
- preprocessing step
- multi sensor
- support vector machine
- human gait
- gait patterns
- machine learning