Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging.
Ben LuijtenBoudewine W. OssenkoppeleNico de JongMartin D. VerweijYonina C. EldarMassimo MischiRuud J. G. van SlounPublished in: ICASSP (2023)
Keyphrases
- maximum a posteriori
- ultrasound imaging
- ultrasound images
- map estimation
- maximum likelihood
- markov random field
- image reconstruction
- imaging systems
- speckle noise
- volume data
- em algorithm
- expectation maximization
- edge preserving
- energy function
- frequency domain
- graph cuts
- image formation
- high quality
- image quality
- edge detection
- probabilistic model