Reconstruction-free inference on compressive measurements.
Suhas LohitKuldeep KulkarniPavan K. TuragaJian WangAswin C. SankaranarayananPublished in: CVPR Workshops (2015)
Keyphrases
- compressive sensing
- multiview reconstruction
- probabilistic inference
- random projections
- three dimensional
- compressed sensing
- image reconstruction
- inference engine
- reconstruction method
- belief networks
- high resolution
- bayesian networks
- fundamental limits
- reconstruction error
- sparse representation
- inference mechanism
- neural network
- bayesian inference
- reconstructed image
- bayesian model
- image processing
- inference process
- image sequences
- measurement noise
- tomographic reconstruction
- dynamic bayesian networks
- data sets
- motion estimation