Use Online Dictionary Learning to Get Parts-Based Decomposition of Noisy Data.
Daming LuPublished in: ICMLA (2018)
Keyphrases
- noisy data
- dictionary learning
- sparse representation
- sparse coding
- object category recognition
- noise tolerant
- image super resolution
- learning from noisy data
- training data
- noise free
- high dimensional
- sparse codes
- dictionary learning for sparse
- missing data
- input data
- image classification
- high dimensionality
- missing values
- natural images
- group sparsity
- similarity measure
- learning algorithm