An online tensor robust PCA algorithm for sequential 2D data.
Zemin ZhangDehong LiuShuchin AeronAnthony VetroPublished in: ICASSP (2016)
Keyphrases
- input data
- computationally efficient
- data sets
- erroneous data
- learning algorithm
- data analysis
- data sources
- segmentation algorithm
- synthetic datasets
- dimensional data
- k means
- detection algorithm
- dynamic programming
- noisy data
- data structure
- missing data
- optimal solution
- simulated annealing
- data points
- probabilistic model
- sequential data
- similarity measure
- high dimensional data
- expectation maximization
- principal component analysis
- np hard
- feature space
- preprocessing