2023
Efficient Learning of Transform-Domain LMS Filter Using Graph Laplacian.
IEEE Trans. Neural Networks Learn. Syst., October, 2023
2021
Cellcounter: a deep learning framework for high-fidelity spatial localization of neurons.
CoRR, 2021
2020
Fast Automatic Parameter Selection for MRI Reconstruction.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A Myocardial T1-Mapping Framework with Recurrent and U-Net Convolutional Neural Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
VBET: Vesselness and Blob Enhancement Technique for 2d and 3d microscopy images of microglia.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
Structure-Based Intensity Propagation for 3-D Brain Reconstruction With Multilayer Section Microscopy.
IEEE Trans. Medical Imaging, 2019
Content-Aware Enhancement of Images With Filamentous Structures.
IEEE Trans. Image Process., 2019
Real-time filtering with sparse variations for head motion in magnetic resonance imaging.
Signal Process., 2019
Enhanced Center Coding for Cell Detection with Convolutional Neural Networks.
CoRR, 2019
2018
Image quality affects deep learning reconstruction of MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Content-aware neuron image enhancement.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Learning dictionaries for accelerated parallel MRI reconstruction.
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017
Whole brain reconstruction from multilayered sections of a mouse model of status epilepticus.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Comparison-Based Image Quality Assessment for Selecting Image Restoration Parameters.
IEEE Trans. Image Process., 2016
Comparison-based Image Quality Assessment for Parameter Selection.
CoRR, 2016
Reconstruction with dictionary learning for accelerated parallel magnetic resonance imaging.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
Analysis-form sparse phase retrieval using variable-splitting.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
Edge-based texture granularity detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Denoising method selection by comparison-based image quality assessment.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Robust phase retrieval with sparsity under nonnegativity constraints.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Undersampled Phase Retrieval With Outliers.
IEEE Trans. Computational Imaging, 2015
Regularization parameter trimming for iterative image reconstruction.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Augmented Lagrangian with Variable Splitting for Faster Non-Cartesian 𝕃<sub>1</sub>-SPIRiT MR Image Reconstruction.
IEEE Trans. Medical Imaging, 2014
Phase retrieval of sparse signals using optimization transfer and ADMM.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Sparsity-Promoting Calibration for GRAPPA Accelerated Parallel MRI Reconstruction.
IEEE Trans. Medical Imaging, 2013
Non-Cartesian MRI Reconstruction With Automatic Regularization Via Monte-Carlo SURE.
IEEE Trans. Medical Imaging, 2013
Sure-based parameter selection for parallel MRI reconstruction using GRAPPA and sparsity.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Spoke pulse design in magnetic resonance imaging using greedy minimax algorithm.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Accelerating MRI by unifying sparse models and multiple receivers.
PhD thesis, 2012
Accelerated parallel magnetic resonance imaging reconstruction using joint estimation with a sparse signal model.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
2011
Bayesian Post-Processing Methods for Jitter Mitigation in Sampling.
IEEE Trans. Signal Process., 2011
On the Estimation of Nonrandom Signal Coefficients From Jittered Samples.
IEEE Trans. Signal Process., 2011
Evaluating sparsity penalty functions for combined compressed sensing and parallel MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Combined compressed sensing and parallel mri compared for uniform and random cartesian undersampling of K-space.
Proceedings of the IEEE International Conference on Acoustics, 2011
2009
Jitter compensation in sampling via polynomial least squares estimation.
Proceedings of the IEEE International Conference on Acoustics, 2009
2006
GrooveNet: A Hybrid Simulator for Vehicle-to-Vehicle Networks.
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006
2005
GrooveSim: a topography-accurate simulator for geographic routing in vehicular networks.
Proceedings of the Second International Workshop on Vehicular Ad Hoc Networks, 2005