Enhanced Compressive Imaging Using Model-Based Acquisition: Smarter sampling by incorporating domain knowledge.
Aswin C. SankaranarayananMatthew A. HermanPavan K. TuragaKevin F. KellyPublished in: IEEE Signal Process. Mag. (2016)
Keyphrases
- domain knowledge
- data acquisition
- sampling rate
- random sampling
- spatial and temporal resolution
- imaging systems
- image analysis
- high resolution
- domain experts
- medical imaging
- background knowledge
- acquisition process
- synthetic aperture
- monte carlo
- image processing
- clinical workflow
- computer vision
- synthetic aperture sonar
- compressive sensing
- image registration
- sampling algorithm
- information overload
- sampled data
- imaging process
- knowledge sources
- reinforcement learning
- learning algorithm