Activity and environment classification using foot mounted navigation sensors.
Jared BancroftDavid GarrettGérard LachapellePublished in: IPIN (2012)
Keyphrases
- real time
- indoor environments
- classification scheme
- pattern recognition
- sensor networks
- machine learning methods
- classification algorithm
- pattern classification
- classification models
- decision trees
- classification accuracy
- support vector machine
- classification systems
- mobile robot
- feature space
- automatic classification
- dynamic environments
- support vector machine svm
- feature selection
- indoor navigation
- human operators
- sensory data
- home automation
- feature extraction
- model selection
- image classification
- support vector
- physical world
- face recognition
- everyday objects
- navigation tasks
- outdoor environments
- daily activities
- supervised learning
- classification rules
- feature set
- text classification
- benchmark datasets
- decision rules
- human activities