Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound - Solomon, Oren; Cohen, Regev; Zhang, Yi; Yang, Yi; He, Qiong; Luo, Jianwen; van Sloun, Ruud J. G.; Eldar, Yonina C. (IEEE transactions on medical imaging, 2020)
Keywords: Algorithms; Animals; Blood; Brain - blood supply; Brain - diagnostic imaging; Clutter; Computer simulation; Contrast Media; Deep unfolding; Doppler effect; Image contrast; Image Processing, Computer-Assisted - methods; Image quality; Imaging; inverse problems; Iterative algorithms; Iterative methods; Machine learning; Magnetic resonance imaging; Microbubbles; neural network; Neuroimaging; Principal component analysis; Principal Component Analysis - methods; Principal components analysis; Radiation; Rats; robust PCA; Robustness; Sparse matrices; Spatial discrimination; Spatial resolution; Tissues; Ultrasonic imaging; Ultrasonography - methods; Ultrasound; ultrasound imaging