Jong Chul Ye
Orcid: 0000-0001-9763-9609
According to our database1,
Jong Chul Ye
authored at least 343 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE J. Biomed. Health Informatics, October, 2024
IEEE J. Biomed. Health Informatics, March, 2024
Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology.
Medical Image Anal., January, 2024
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation.
Medical Image Anal., January, 2024
IEEE Trans. Computational Imaging, 2024
Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements.
NeuroImage, 2024
CoRR, 2024
CoRR, 2024
TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation.
CoRR, 2024
CoRR, 2024
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide.
CoRR, 2024
Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation.
CoRR, 2024
CoRR, 2024
LDMol: Text-Conditioned Molecule Diffusion Model Leveraging Chemically Informative Latent Space.
CoRR, 2024
CoRR, 2024
Unified Editing of Panorama, 3D Scenes, and Videos Through Disentangled Self-Attention Injection.
CoRR, 2024
CoRR, 2024
CoRR, 2024
DreamMotion: Space-Time Self-Similarity Score Distillation for Zero-Shot Video Editing.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
VMC: Video Motion Customization Using Temporal Attention Adaption for Text-to-Video Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment.
IEEE J. Biomed. Health Informatics, August, 2023
IEEE Signal Process. Mag., July, 2023
IEEE Trans. Medical Imaging, April, 2023
Physics-Driven Machine Learning for Computational Imaging: Part 2 [From the Guest Editors].
IEEE Signal Process. Mag., March, 2023
Deep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data.
Nat. Mac. Intell., January, 2023
Multi-Task Distributed Learning Using Vision Transformer With Random Patch Permutation.
IEEE Trans. Medical Imaging, 2023
IEEE Trans. Image Process., 2023
Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications.
IEEE Signal Process. Mag., 2023
IEEE Signal Process. Mag., 2023
Medical Image Anal., 2023
RO-LLaMA: Generalist LLM for Radiation Oncology via Noise Augmentation and Consistency Regularization.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Imaging Inverse Problems.
CoRR, 2023
CoRR, 2023
Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models.
CoRR, 2023
MS-DINO: Efficient Distributed Training of Vision Transformer Foundation Model in Medical Domain through Masked Sampling.
CoRR, 2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Diffusion-based Image Translation using disentangled style and content representation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Signal Process., 2022
Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound.
IEEE Trans. Medical Imaging, 2022
IEEE Signal Process. Mag., 2022
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective.
IEEE Signal Process. Mag., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification.
Medical Image Anal., 2022
Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization.
Medical Image Anal., 2022
CoRR, 2022
Alternating Cross-attention Vision-Language Model for Efficient Learning with Medical Image and Report without Curation.
CoRR, 2022
CoRR, 2022
CoRR, 2022
A hybrid 2-stage vision transformer for AI-assisted 5 class pathologic diagnosis of gastric endoscopic biopsies.
CoRR, 2022
CoRR, 2022
AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Multi-Domain Unpaired Ultrasound Image Artifact Removal Using a Single Convolutional Neural Network.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Contrast Agent Removal for Brain CT Angiography Using Switchable CycleGAN with AdaIN and Histogram Equalization.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022
2021
IEEE Trans. Medical Imaging, 2021
DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning.
IEEE Trans. Medical Imaging, 2021
Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising.
IEEE Trans. Computational Imaging, 2021
IEEE Trans. Computational Imaging, 2021
Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain.
IEEE Trans. Computational Imaging, 2021
Reusability report: Feature disentanglement in generating a three-dimensional structure from a two-dimensional slice with sliceGAN.
Nat. Mach. Intell., 2021
Medical Image Anal., 2021
CycleGAN denoising of extreme low-dose cardiac CT using wavelet-assisted noise disentanglement.
Medical Image Anal., 2021
Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data.
Medical Image Anal., 2021
DiffuseMorph: Unsupervised Deformable Image Registration Along Continuous Trajectory Using Diffusion Models.
CoRR, 2021
CoRR, 2021
Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training.
CoRR, 2021
Simultaneous super-resolution and motion artifact removal in diffusion-weighted MRI using unsupervised deep learning.
CoRR, 2021
Feature Disentanglement in generating three-dimensional structure from two-dimensional slice with sliceGAN.
CoRR, 2021
Axial-to-lateral super-resolution for 3D fluorescence microscopy using unsupervised deep learning.
CoRR, 2021
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification.
CoRR, 2021
Unifying domain adaptation and self-supervised learning for CXR segmentation via AdaIN-based knowledge distillation.
CoRR, 2021
CoRR, 2021
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer.
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Image Process., 2020
IEEE Trans. Computational Imaging, 2020
CycleGAN With a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry.
IEEE Trans. Computational Imaging, 2020
IEEE Signal Process. Mag., 2020
Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning.
IEEE Signal Process. Mag., 2020
SIAM J. Imaging Sci., 2020
Proc. IEEE, 2020
Assessing the importance of magnetic resonance contrasts using collaborative generative adversarial networks.
Nat. Mach. Intell., 2020
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging.
IEEE J. Sel. Top. Signal Process., 2020
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction.
IEEE J. Sel. Top. Signal Process., 2020
Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation.
CoRR, 2020
CoRR, 2020
OT-driven Multi-Domain Unsupervised Ultrasound Image Artifact Removal using a Single CNN.
CoRR, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Understanding Graph Isomorphism Network for Brain MR Functional Connectivity Analysis.
CoRR, 2020
Accuracy improvement of quantification information using super-resolution with convolutional neural network for microscopy images.
Biomed. Signal Process. Control., 2020
Unsupervised Cone-Beam Artifact Removal Using CycleGAN and Spectral Blending for Adaptive Radiotherapy.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Cone-Angle Artifact Removal Using Differentiated Backprojection Domain Deep Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Optimal Transport Structure of CycleGAN for Unsupervised Learning for Inverse Problems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning.
IEEE Trans. Medical Imaging, 2019
Structured Low-Rank Algorithms: Theory, MR Applications, and Links to Machine Learning.
CoRR, 2019
Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems.
CoRR, 2019
CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry.
CoRR, 2019
CoRR, 2019
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN.
CoRR, 2019
CoRR, 2019
Multiphase Level-Set Loss for Semi-Supervised and Unsupervised Segmentation with Deep Learning.
CoRR, 2019
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Inf. Theory, 2018
Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy.
IEEE Trans. Image Process., 2018
Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal.
IEEE Trans. Image Process., 2018
IEEE Trans. Biomed. Eng., 2018
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems.
SIAM J. Imaging Sci., 2018
SIAM J. Appl. Math., 2018
One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection.
CoRR, 2018
Cycle Consistent Adversarial Denoising Network for Multiphase Coronary CT Angiography.
CoRR, 2018
CoRR, 2018
Quantitative Susceptibility Map Reconstruction Using Annihilating Filter-based Low-Rank Hankel Matrix Approach.
CoRR, 2018
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Trans. Inf. Theory, 2017
A Joint Sparse Recovery Framework for Accurate Reconstruction of Inclusions in Elastic Media.
SIAM J. Imaging Sci., 2017
CoRR, 2017
CoRR, 2017
CoRR, 2017
CoRR, 2017
CoRR, 2017
CoRR, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
A General Framework for Compressed Sensing and Parallel MRI Using Annihilating Filter Based Low-Rank Hankel Matrix.
IEEE Trans. Computational Imaging, 2016
Sparse SPM: Group Sparse-dictionary learning in SPM framework for resting-state functional connectivity MRI analysis.
NeuroImage, 2016
WaveNet: a deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction.
CoRR, 2016
Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis.
CoRR, 2016
Reference-free EPI Nyquist ghost correction using annihilating filter-based low rank hankel matrix for K-space interpolation.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Sparse and low-rank decomposition of MR artifact images using annihilating filter-based Hankel matrix.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Compressive dynamic aperture B-mode ultrasound imaging using annihilating filter-based low-rank interpolation.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Sparse-view X-ray spectral CT reconstruction using annihilating filter-based low rank hankel matrix approach.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Improved temporal resolution of twist imaging using annihilating filter-based low rank Hankel matrix approach.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Random impulse noise removal using sparse and low rank decomposition of annihilating filter-based Hankel matrix.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Recent progresses of accelerated MRI using annihilating filter-based low-rank interpolation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
IEEE Trans. Signal Process., 2015
A Unified Sparse Recovery and Inference Framework for Functional Diffuse Optical Tomography Using Random Effect Model.
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Image Process., 2015
Interior Tomography Using 1D Generalized Total Variation. Part I: Mathematical Foundation.
SIAM J. Imaging Sci., 2015
Interior Tomography Using 1D Generalized Total Variation. Part II: Multiscale Implementation.
SIAM J. Imaging Sci., 2015
Sparse + Low Rank Decomposition of Annihilating Filter-based Hankel Matrix for Impulse Noise Removal.
CoRR, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Patch based low rank structured matrix completion for accelerated scanning microscopy.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
A novel k-space annihilating filter method for unification between compressed sensing and parallel MRI.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Motion Adaptive Patch-Based Low-Rank Approach for Compressed Sensing Cardiac Cine MRI.
IEEE Trans. Medical Imaging, 2014
IEEE J. Biomed. Health Informatics, 2014
NeuroImage, 2014
Tracing the evolution of multi-scale functional networks in a mouse model of depression using persistent brain network homology.
NeuroImage, 2014
Accurate inversion of absorption and scattering in diffuse optical tomography without iterative Green's function update.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
T2 prime mapping from highly undersampled data using compressed sensing with patch based low rank penalty.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
TOF-PET ordered subset reconstruction using non-uniform separable quadratic surrogates algorithm.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Improved volumetric imaging for DCE-MRI using parallel imaging and dynamic compressed sensing.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
Corrections to "Compressive MUSIC: Revisiting the Link Between Compressive Sensing and Array Signal Processing".
IEEE Trans. Inf. Theory, 2013
Motion compensated compressed sensing dynamic MRI with low-rank patch-based residual reconstruction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Neuroelectromagnetic imaging of correlated sources using a novel subspace penalized sparse learning.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Improving resolution of fluorescent microscopy using speckle illumination and joint sparse recovery.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Continuous localization using sparsity constraints for high-density super-resolution microscopy.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Parallel proximal algorithm for interior tomography problems in x-ray CT with tiny a priori knowledge.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Group sparse dictionary learning and inference for resting-state fMRI analysis of Alzheimer'S disease.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Globally convergent 3D dynamic PET reconstruction with patch-based non-convex low rank regularization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Signal Process., 2012
Compressive MUSIC: Revisiting the Link Between Compressive Sensing and Array Signal Processing.
IEEE Trans. Inf. Theory, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Resting-state fMRI analysis of Alzheimer's disease progress using sparse dictionary learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
MMSE optimal non-local motion compensated k-t FOCUSS for compressed sensing cardiac cine imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Compressed sensing reconstruction of statistical parameter map for functional diffuse optical tomography.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Iterative scatter correction for digital tomosynthesis using composition ratio update and GPU based Monte Carlo simulation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A statistical framework for material decomposition using multi-energy photon counting x-ray detector.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Dynamic sparse support tracking with multiple measurement vectors using compressive MUSIC.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
A Data-Driven Sparse GLM for fMRI Analysis Using Sparse Dictionary Learning With MDL Criterion.
IEEE Trans. Medical Imaging, 2011
Compressive Diffuse Optical Tomography: Noniterative Exact Reconstruction Using Joint Sparsity.
IEEE Trans. Medical Imaging, 2011
Quantitative analysis of hemodynamic and metabolic changes in subcortical vascular dementia using simultaneous near-infrared spectroscopy and fMRI measurements.
NeuroImage, 2011
Exact Dynamic Support Tracking with Multiple Measurement Vectors using Compressive MUSIC
CoRR, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
A data-driven spatially adaptive sparse generalized linear model for functional MRI analysis.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Motion estimated and compensated compressed sensing dynamic magnetic resonance imaging: What we can learn from video compression techniques.
Int. J. Imaging Syst. Technol., 2010
Compressive MUSIC: A Missing Link Between Compressive Sensing and Array Signal Processing
CoRR, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Computational Imaging VIII, 2010
2009
NeuroImage, 2009
AB Initio Maximum Likelihood Reconstruction of Helical Macromolecules Using Electron Microscopy.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Performance Evaluation of Accelerated Functional MRI Acquisition Using Compressed Sensing.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Single channel 2-D and 3-D blind image deconvolution for circularly symmetric fir blurs.
Proceedings of the International Conference on Image Processing, 2009
2008
Exact reconstruction formula for diffuse optical tomography using simultaneous sparse representation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
General linear model and inference for near infrared spectroscopy using global confidence region analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
High resolution dynamic MRI using motion estimated and compensated compressed sensing.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Non-iterative exact inverse scattering using simultaneous orthogonal matching pursuit (S-OMP).
Proceedings of the IEEE International Conference on Acoustics, 2008
3D macromolecule structure reconstruction from electron micrograph by exploiting symmetry and sparsity.
Proceedings of the Computational Imaging VI, 2008
2007
IEEE Signal Process. Lett., 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Computational Imaging V, San Jose, 2007
Cryo-electron microscopy single particle reconstruction of virus particles using compressed sensing theory.
Proceedings of the Computational Imaging V, San Jose, 2007
2006
Asymptotic Global Confidence Regions for 3-D Parametric Shape Estimation in Inverse Problems.
IEEE Trans. Image Process., 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2003
IEEE Trans. Image Process., 2003
Proceedings of the IEEE 14th International Symposium on Personal, 2003
Video streaming over wireless LAN with efficient scalable coding and prioritized adaptive transmission.
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
A Self-Referencing Level-Set Method for Image Reconstruction from Sparse Fourier Samples.
Int. J. Comput. Vis., 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
IEEE Trans. Image Process., 2001
2000
IEEE Trans. Inf. Theory, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Optimal Parameter Updating for Optical Diffusion Imaging.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998