Robust estimation of human posture using incremental learnable Self-Organizing Map.
Atsushi ShimadaMadoka KanouchiDaisaku AritaRin-Ichiro TaniguchiPublished in: IJCNN (2008)
Keyphrases
- self organizing maps
- robust estimation
- human posture
- body posture
- human body
- least squares
- neural network
- som neural network
- unsupervised learning
- human behaviour
- input data
- motion field
- surveillance system
- body parts
- hidden markov models
- k means
- viewpoint
- robust estimators
- human motion
- pose estimation
- supervised learning
- learning process
- image sequences
- three dimensional
- machine learning