Human gait identification from extremely low-quality videos: an enhanced classifier ensemble method.
Yu GuanYunlian SunChang-Tsun LiMassimo TistarelliPublished in: IET Biom. (2014)
Keyphrases
- low quality
- ensemble methods
- human gait
- person identification
- ensemble learning
- classifier ensemble
- human identification
- decision trees
- ensemble classifier
- palmprint
- high quality
- prediction accuracy
- gait analysis
- benchmark datasets
- feature subset
- random forest
- machine learning methods
- training data
- base classifiers
- video sequences
- human body
- gait recognition
- training set
- face recognition
- feature set
- feature selection
- image sequences
- feature space
- feature extraction
- multiscale
- learning algorithm
- biometric systems
- gender classification
- similarity measure
- human motion
- region of interest
- support vector
- support vector machine
- spatial domain