Metric-guided Image Reconstruction Bounds via Conformal Prediction.
Matt Y. CheungTucker J. NethertonLaurence E. CourtAshok VeeraraghavanGuha BalakrishnanPublished in: CoRR (2024)
Keyphrases
- image reconstruction
- conformal prediction
- confidence levels
- compressed sensing
- super resolution
- ridge regression
- image reconstruction algorithms
- upper bound
- maximum a posteriori
- lower bound
- emission computed tomography
- reconstruction method
- k nearest neighbour
- emission tomography
- data points
- euclidean distance
- distance function
- limited angle
- distance measure
- support vector machine