Assessing the Performance of Autoencoders for Particle Density Estimation in Acoustofluidic Medium: A Visual Analysis Approach.
Lucas MassaTiago F. VieiraAllan de M. MartinsBruno Georgevich FerreiraPublished in: VISIGRAPP (3): VISAPP (2024)
Keyphrases
- density estimation
- visual analysis
- mixture model
- probability density
- gaussian mixture model
- probability density function
- mixture modeling
- information visualization
- nonparametric density estimation
- density function
- data analysis
- density estimators
- parzen window
- outlier detection
- multivariate gaussian distribution
- em algorithm
- kernel density estimation
- expectation maximization
- computer vision
- machine learning
- computer graphics
- statistical analysis
- similarity measure
- image segmentation