BEATS: Blocks of Eigenvalues Algorithm for Time Series Segmentation.
Aurora González-VidalPayam M. BarnaghiAntonio F. SkarmetaPublished in: IEEE Trans. Knowl. Data Eng. (2018)
Keyphrases
- segmentation algorithm
- learning algorithm
- computational cost
- computational complexity
- expectation maximization
- motion segmentation
- cost function
- dynamic programming
- detection algorithm
- probabilistic model
- region growing
- optimal solution
- final result
- simulated annealing
- np hard
- k means
- search space
- image segmentation algorithm
- seed points
- image segments
- piecewise constant
- covariance matrix
- matching algorithm
- segmentation method
- energy function
- worst case
- objective function
- multiscale