Novel methods for multilinear data completion and de-noising based on tensor-SVD.
Zemin ZhangGregory ElyShuchin AeronNing HaoMisha Elena KilmerPublished in: CoRR (2014)
Keyphrases
- high dimensional data
- data sets
- database
- data analysis
- denoising
- data mining methods
- statistical methods
- missing values
- data structure
- statistical analysis
- data collection
- high order
- input data
- training data
- preprocessing
- higher order
- noisy data
- original data
- raw data
- image processing
- natural images
- data mining techniques
- spatial data
- significant improvement
- data sources
- human experts
- data points
- spectral clustering
- computer vision
- tensor analysis