Computational method for monitoring pauses exercises in office workers through a vision model.
Fabian HerreraRodrigo NiñoCarlos Enrique Montenegro MarínPaulo Alonso Gaona GarcíaÍñigo Sarría Martínez de MendivilRubén González CrespoPublished in: J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
- cost function
- mathematical model
- network model
- study proposes
- theoretical analysis
- sensitivity analysis
- similarity measure
- optimization model
- markov model
- modeling method
- probabilistic model
- prior information
- high order
- optimization method
- statistical methods
- test data
- parameter estimation
- real time
- gaussian distribution
- prior knowledge
- hybrid method
- prediction model
- bp neural network
- evaluation method
- monte carlo simulation
- linear model
- analytical model
- energy function
- objective function
- significant improvement
- input data
- closed form
- reconstruction method
- numerical methods
- preprocessing
- regression analysis
- pairwise
- probability distribution
- parameter space
- computational model
- hidden markov models
- em algorithm
- artificial neural networks
- bayesian framework
- support vector machine svm
- high level
- evaluation model
- statistical model
- decision trees
- classification method
- image processing
- computer vision