Benchmarking the performance of SVMs and HMMs for accelerometer-based biometric gait recognition.
Claudia NickelHolger BrandtChristoph BuschPublished in: ISSPIT (2011)
Keyphrases
- gait recognition
- human identification
- biometric identification
- person identification
- hidden markov models
- support vector
- human motion
- background subtraction
- view angle
- gait analysis
- human recognition
- principal component analysis
- human gait
- multi class
- multimodal fusion
- feature selection
- activity recognition
- support vector machine
- machine learning
- feature vectors
- training set
- feature space
- biometric systems
- computer vision
- gait patterns
- human body
- knn
- face recognition
- feature ranking
- iris recognition
- recognition algorithm
- pattern classification
- object detection
- preprocessing
- feature extraction
- gait energy image