Eric L. Miller
Orcid: 0000-0002-3156-6002Affiliations:
- Tufts University, Medford, USA
- Northeastern University, Department of Electrical and Computer Engineering, Boston, MA, USA (1994 - 2006)
- Massachusetts Institute of Technology, Cambridge, MA, USA (PhD 1994)
According to our database1,
Eric L. Miller
authored at least 140 papers
between 1994 and 2024.
Collaborative distances:
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Bibliography
2024
Discovering group dynamics in synchronous time series via hierarchical recurrent switching-state models.
CoRR, 2024
2023
Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations.
IEEE Trans. Signal Process., 2023
Tensor BM-Decomposition for Compression and Analysis of Spatio-Temporal Third-order Data.
CoRR, 2023
2022
Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Time-Series Analysis.
CoRR, 2022
Easy Variational Inference for Categorical Models via an Independent Binary Approximation.
Proceedings of the International Conference on Machine Learning, 2022
2021
J. Comput. Phys., 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
On the Fusion of Energy Resolved Scatter and Attenuation Data for Limited-View X-Ray Materials Characterization With Application to Security Screening.
IEEE Trans. Computational Imaging, 2019
An Inner-Outer Iterative Method for Edge Preservation in Image Restoration and Reconstruction.
CoRR, 2019
Limited-View X-Ray Tomography Combining Attenuation and Compton Scatter Data: Approach and Experimental Results.
IEEE Access, 2019
2018
Cerebrovascular network registration via an efficient attributed graph matching technique.
Medical Image Anal., 2018
2017
IEEE Trans. Computational Imaging, 2017
Joint volumetric extraction and enhancement of vasculature from low-SNR 3-D fluorescence microscopy images.
Pattern Recognit., 2017
A Probabilistic Analysis of Positional Errors on Satellite Remote Sensing Data Using Scattered Interpolation.
IEEE Geosci. Remote. Sens. Lett., 2017
CoRR, 2017
On the Fusion of Compton Scatter and Attenuation Data for Limited-view X-ray Tomographic Applications.
CoRR, 2017
Smart cage for 3D tracking of position and orientation of magnetically marked device.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017
Multiple output Gaussian process regression algorithm for multi-frequency scattered data interpolation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
On the Use of Gaussian Random Processes for Probabilistic Interpolation of CubeSat Data in the Presence of Geolocation Error.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
2015
On the Use of Coupled Shape Priors for Segmentation of Magnetic Resonance Images of the Knee.
IEEE J. Biomed. Health Informatics, 2015
SIAM J. Sci. Comput., 2015
Large-scale automatic reconstruction of neuronal processes from electron microscopy images.
Medical Image Anal., 2015
A novel method for identifying a graph-based representation of 3-D microvascular networks from fluorescence microscopy image stacks.
Medical Image Anal., 2015
Exploiting Algebraic and Structural Complexity for Single Snapshot Computed Tomography Hyperspectral Imaging Systems.
IEEE J. Sel. Top. Signal Process., 2015
Estimation theoretic methods for cubesat data interpolation in the presence of geolocation errors.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Tensor-Based Formulation and Nuclear Norm Regularization for Multienergy Computed Tomography.
IEEE Trans. Image Process., 2014
A constrained optimization approach to combining multiple non-local means denoising estimates.
Signal Process., 2014
Stabilizing dual-energy X-ray computed tomography reconstructions using patch-based regularization.
CoRR, 2014
Manifold regression for subsurface contaminant characterization based on sparse concentration data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Tensor-based formulation and nuclear norm regularization for multi-energy computed tomography.
CoRR, 2013
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
A Parametric Level-Set Approach to Simultaneous Object Identification and Background Reconstruction for Dual-Energy Computed Tomography.
IEEE Trans. Image Process., 2012
Environmental Remediation and Restoration: Hydrological and Geophysical Processing Methods.
IEEE Signal Process. Mag., 2012
SIAM J. Imaging Sci., 2012
IEEE Geosci. Remote. Sens. Lett., 2012
A mixture of experts based discretization approach for characterizing subsurface contaminant source zones.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A discriminative-generative approach to the characterization of subsurface contaminant source zones.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Joint electrical and hydrological inversion for reconstruction of subsurface contaminant source zones.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Rupture Status Discrimination in Intracranial Aneurysms Using the Centroid-Radii Model.
IEEE Trans. Biomed. Eng., 2011
CoRR, 2011
Modeling habituation in rat EEG-evoked responses via a neural mass model with feedback.
Biol. Cybern., 2011
A curve evolution method for identifying weak edges with applications to the segmentation of magnetic resonance images of the knee.
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 IEEE International Conference on Computer Vision, 2011
Proceedings of the Computational Imaging IX, 2011
2010
Robust estimation of a random parameter in a Gaussian linear model with joint eigenvalue and elementwise covariance uncertainties.
IEEE Trans. Signal Process., 2010
Data Specific Spatially Varying Regularization for Multimodal Fluorescence Molecular Tomography.
IEEE Trans. Medical Imaging, 2010
Oriented Markov Random Field Based Dendritic Spine Segmentation for Fluorescence Microscopy Images.
Neuroinformatics, 2010
Medical Image Anal., 2010
Proceedings of the Computer Vision - ECCV 2010, 2010
2009
Combined Optical Imaging and Mammography of the Healthy Breast: Optical Contrast Derived From Breast Structure and Compression.
IEEE Trans. Medical Imaging, 2009
Foreword to the Special Issue on the 2008 International Geoscience and Remote Sensing Symposium (IGARSS'08).
IEEE Trans. Geosci. Remote. Sens., 2009
Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging.
Neuroinformatics, 2009
NeuroImage, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Nonlinear Filtering Using a New Proposal Distribution and the Improved Fast Gauss Transform With Tighter Performance Bounds.
IEEE Trans. Signal Process., 2008
Estimation and Statistical Bounds for Three-Dimensional Polar Shapes in Diffuse Optical Tomography.
IEEE Trans. Medical Imaging, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Geosci. Remote. Sens., 2007
Subsurface Sensing of Buried Objects Under a Randomly Rough Surface Using Scattered Electromagnetic Field Data.
IEEE Trans. Geosci. Remote. Sens., 2007
Statistical Classification of Buried Unexploded Ordnance Using Nonparametric Prior Models.
IEEE Trans. Geosci. Remote. Sens., 2007
Analysis and Exploitation of Matrix Structure Arising in Linearized Optical Tomographic Imaging.
SIAM J. Matrix Anal. Appl., 2007
Three-Dimensional Surface Mesh Segmentation Using Curvedness-Based Region Growing Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Automated Axon Tracking of 3D Confocal Laser Scanning Microscopy Images Using Guided Probabilistic Region Merging.
Neuroinformatics, 2007
3-D Centerline Extraction of Axons in Microscopic Stacks for the Study of Motor Neuron Behavior in Developing Muscles.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Half-space born approximation modeling and inversion for cross-well radar sensing of contaminants in soil.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Random walk/Markov Chain model for sensor positional uncertainty with application to UXO discrimination.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the Computational Imaging V, San Jose, 2007
2006
J. Web Semant., 2006
Spherical harmonics microwave algorithm for shape and location reconstruction of breast cancer tumor.
IEEE Trans. Medical Imaging, 2006
Poster reception - Improving the performance of parallel backprojection on a reconfigurable supercomputer.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Estimation-theoretic algorithms and bounds for three-dimensional polar shape-based imaging in diffuse optical tomography.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
J. VLSI Signal Process., 2005
Unstructured Point Cloud Matching within Graph-Theoretic and Thermodynamic Frameworks.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Recursive estimation methods for tracking of localized perturbations in absorption using diffuse optical tomography.
Proceedings of the Computational Imaging III, San Jose, 2005
New inverse method for simultaneous reconstruction of object buried beneath rough ground and the ground surface structure using SAMM forward model.
Proceedings of the Computational Imaging III, San Jose, 2005
2004
Adaptive two-pass rank order filter to remove impulse noise in highly corrupted images.
IEEE Trans. Image Process., 2004
Multiple-incidence and multifrequency for profile reconstruction of random rough surfaces using the 3-D electromagnetic fast multipole model.
IEEE Trans. Geosci. Remote. Sens., 2004
A new flexible parameterization for the estimation of 3D shape structure from scattered field data.
Proceedings of the Computational Imaging II, San Jose, 2004
Proceedings of the Computational Imaging II, San Jose, 2004
Proceedings of the Computational Imaging II, San Jose, 2004
Proceedings of the Computational Imaging II, San Jose, 2004
Linear and nonlinear reconstruction for diffuse optical tomography in an inhomogeneous background.
Proceedings of the Computational Imaging II, San Jose, 2004
2003
Minimum entropy regularization in frequency-wavenumber migration to localize subsurface objects.
IEEE Trans. Geosci. Remote. Sens., 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Use of secondary equivalent sources for solving electrical resistance inverse problems.
Proceedings of the Computational Imaging, Santa Clara, 2003
2002
IEEE Trans. Image Process., 2002
IEEE Trans. Image Process., 2002
Statistical method to detect subsurface objects using array ground-penetrating radar data.
IEEE Trans. Geosci. Remote. Sens., 2002
On the effectiveness of doubly adaptive estimation for dynamic MRI sequence acquisitions.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
On the use of contrast stretch and adaptive filter to enhance ground penetrating radar imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Model-based principal component techniques for detection of buried landmines in multiframe synthetic aperture radar images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Adaptive difference of Gaussians to improve subsurface object detection using GPR imagery.
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
On the extension of level-set curve evolution methods for low-sensitivity imaging problems.
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2002
2001
An efficient region of interest acquisition method for dynamic magnetic resonance imaging.
IEEE Trans. Image Process., 2001
IEEE Trans. Geosci. Remote. Sens., 2001
Three-dimensional subsurface analysis of electromagnetic scattering from penetrable/PEC objects buried under rough surfaces: use of the steepest descent fast multipole method.
IEEE Trans. Geosci. Remote. Sens., 2001
QMR-Based Projection Techniques for the Solution of Non-Hermitian Systems with Multiple Right-Hand Sides.
SIAM J. Sci. Comput., 2001
2000
IEEE Trans. Image Process., 2000
A new shape-based method for object localization and characterization from scattered field data.
IEEE Trans. Geosci. Remote. Sens., 2000
IEEE Signal Process. Lett., 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
IEEE Trans. Signal Process., 1999
Statistically based methods for anomaly characterization in images from observations of scattered radiation.
IEEE Trans. Image Process., 1999
Signal Process., 1999
1998
Detection and Localization of Obscured Objects from Near-Field Sensor Array Data: Physical Models and Statistical Processing.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Image Restoration with 1/f-Type Fractal Models and Statistical Estimation of the ModelsParameters.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Multiscale, Statistical Anomaly Detection Analysis and Algorithms for Linearized Inverse Scattering Problems.
Multidimens. Syst. Signal Process., 1997
1996
A multiscale, statistically based inversion scheme for linearized inverse scattering problems.
IEEE Trans. Geosci. Remote. Sens., 1996
Statistical estimation with 1/f-type prior models: robustness to mismatch and efficient model determination.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
A scale-recursive, statistically-based method for anomaly characterization in images based upon observations of scattered radiation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
The application of multiscale and stochastic techniques to the solution of inverse problems.
PhD thesis, 1994
A Multiscale, Decision-Theoretic Algorithm for Anomaly Detection in Images Based Upon Scattered Radiation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994