Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression.
Sebastian J. WirkertHannes KenngottBenjamin F. B. MayerPatrick MietkowskiMartin WagnerPeter SauerNeil T. ClancyDaniel S. ElsonLena Maier-HeinPublished in: Int. J. Comput. Assist. Radiol. Surg. (2016)
Keyphrases
- monte carlo
- random forest
- multispectral images
- importance sampling
- monte carlo simulation
- physiological parameters
- multispectral
- matrix inversion
- decision trees
- markov chain
- feature set
- monte carlo tree search
- ensemble methods
- multi label
- particle filter
- remote sensing images
- light transport
- spatial resolution
- parameter estimation
- remote sensing
- edge information
- training set