Frank Ong

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Image Reconstruction

Top Venues

IEEE Trans. Medical Imaging

IEEE J. Sel. Top. Signal Process.

Publications

Siddharth Srinivasan Iyer, Frank Ong, Xiaozhi Cao, Congyu Liao, Luca Daniel, Jonathan I. Tamir, Kawin Setsompop
Polynomial Preconditioners for Regularized Linear Inverse Problems. SIAM J. Imaging Sci. 17 (1) (2024)
Frank Ong, Zheng Zhong, Congyu Liao, Michael Lustig, Shreyas S. Vasanawala, John M. Pauly
SLfRank: Shinnar-Le-Roux Pulse Design With Reduced Energy and Accurate Phase Profiles Using Rank Factorization. IEEE Trans. Medical Imaging 42 (5) (2023)
Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein
Suremap: Predicting Uncertainty in Cnn-Based Image Reconstructions Using Stein's Unbiased Risk Estimate. ICASSP (2021)
Elizabeth K. Cole, Frank Ong, Shreyas S. Vasanawala, John M. Pauly
Fast Unsupervised MRI Reconstruction Without Fully-Sampled Ground Truth Data Using Generative Adversarial Networks. ICCVW (2021)
Edgar A. Rios Piedra, Morteza Mardani, Frank Ong, Ukash Nakarmi, Joseph Y. Cheng, Shreyas Vasanawala
Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images. CoRR (2020)
Jonathan I. Tamir, Frank Ong, Suma Anand, Ekin Karasan, Ke Wang, Michael Lustig
Computational MRI With Physics-Based Constraints: Application to Multicontrast and Quantitative Imaging. IEEE Signal Process. Mag. 37 (1) (2020)
Frank Ong, Martin Uecker, Michael Lustig
Accelerating Non-Cartesian MRI Reconstruction Convergence Using k-Space Preconditioning. IEEE Trans. Medical Imaging 39 (5) (2020)
Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate. CoRR (2020)
Elizabeth K. Cole, John M. Pauly, Shreyas S. Vasanawala, Frank Ong
Unsupervised MRI Reconstruction with Generative Adversarial Networks. CoRR (2020)
Frank Ong, Peyman Milanfar, Pascal Getreuer
Local Kernels That Approximate Bayesian Regularization and Proximal Operators. IEEE Trans. Image Process. 28 (6) (2019)
Mario O. Malavé, Corey A. Baron, Srivathsan P. Koundinyan, Christopher M. Sandino, Frank Ong, Joseph Y. Cheng, Dwight G. Nishimura
Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model. CoRR (2019)
Frank Ong, Reinhard Heckel, Kannan Ramchandran
A Fast and Robust Paradigm for Fourier Compressed Sensing Based on Coded Sampling. ICASSP (2019)
Michael B. Driscoll, Benjamin Brock, Frank Ong, Jonathan I. Tamir, Hsiou-Yuan Liu, Michael Lustig, Armando Fox, Katherine A. Yelick
Indigo: A Domain-Specific Language for Fast, Portable Image Reconstruction. IPDPS (2018)
Frank Ong, Peyman Milanfar, Pascal Getreuer
Local Kernels that Approximate Bayesian Regularization and Proximal Operators. CoRR (2018)
Pascal Getreuer, Ignacio Garcia-Dorado, John Isidoro, Sungjoon Choi, Frank Ong, Peyman Milanfar
BLADE: Filter learning for general purpose computational photography. ICCP (2018)
Frank Ong, Joseph Y. Cheng, Michael Lustig
General Phase Regularized Reconstruction using Phase Cycling. CoRR (2017)
Pascal Getreuer, Ignacio Garcia-Dorado, John Isidoro, Sungjoon Choi, Frank Ong, Peyman Milanfar
BLADE: Filter Learning for General Purpose Image Processing. CoRR (2017)
Frank Ong, Michael Lustig
Beyond Low Rank + Sparse: Multiscale Low Rank Matrix Decomposition. IEEE J. Sel. Top. Signal Process. 10 (4) (2016)
Frank Ong, Sameer Pawar, Kannan Ramchandran
Fast sparse 2-D DFT computation using sparse-graph alias codes. ICASSP (2016)
Frank Ong, Michael Lustig
Beyond low rank + sparse: Multi-scale low rank matrix decomposition. ICASSP (2016)
Frank Ong, Sameer Pawar, Kannan Ramchandran
Fast and Efficient Sparse 2D Discrete Fourier Transform using Sparse-Graph Codes. CoRR (2015)
Frank Ong, Michael Lustig
Beyond Low Rank + Sparse: Multi-scale Low Rank Matrix Decomposition. CoRR (2015)
Frank Ong, Martin Uecker, Umar Tariq, Albert Hsiao, Marcus T. Alley, S. S. Vasanawala, Michael Lustig
Improved visualization and quantification of 4D flow MRI data using divergence-freewavelet denoising. ISBI (2013)