Analyzing Cross Validation in Compressed Sensing with Mixed Gaussian And Impulse Measurement Noise With L1 Errors.
Chinmay GurjarpadhyeShubhang BhatnagarAjit RajwadePublished in: EUSIPCO (2021)
Keyphrases
- cross validation
- measurement noise
- compressed sensing
- image reconstruction
- model selection
- kalman filtering
- support vector
- natural images
- random projections
- gaussian noise
- hyperparameters
- training set
- sparse representation
- rbf kernel
- maximum likelihood
- regularization parameter
- information criterion
- image classification
- fourier domain
- signal processing
- ls svm
- principal component analysis
- least squares
- active learning
- computer vision
- learning algorithm
- data sets