Jeff P. Simmons

Affiliations:
  • Air Force Research Laboratory (AFRL), Materials & Manufacturing Directorate


According to our database1, Jeff P. Simmons authored at least 39 papers between 2008 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Signal Processing for Advanced Materials [From the Guest Editors].
IEEE Signal Process. Mag., 2022

The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers.
IEEE Signal Process. Mag., 2022

2020
Weakly supervised easy-to-hard learning for object detection in image sequences.
Neurocomputing, 2020

Crystallographic Symmetry for Data Augmentation in Detecting Dendrite Cores.
Proceedings of the Computational Imaging XVIII, Burlingame, 2020

2019
Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures.
IEEE Trans. Computational Imaging, 2019

2018
<i>Multiple human tracking in wearable camera videos with informationless intervals</i>.
Pattern Recognit. Lett., 2018

Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images.
CoRR, 2018

2017
Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

On-the-Fly Performance Evaluation of Large-Scale Fiber Tracking.
Proceedings of the Computational Imaging XV, Burlingame, 2017

Physics based modeling for the development of soft segmentation and reconstruction algorithms.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Large-Scale Fiber Tracking Through Sparsely Sampled Image Sequences of Composite Materials.
IEEE Trans. Image Process., 2016

Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation.
IEEE Trans. Computational Imaging, 2016

Model based image reconstruction with physics based priors.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Groupwise Tracking of Crowded Similar-Appearance Targets from Low-Continuity Image Sequences.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Model-Based Iterative Reconstruction for Bright-Field Electron Tomography.
IEEE Trans. Computational Imaging, 2015

Parameter Estimation in Spherical Symmetry Groups.
IEEE Signal Process. Lett., 2015

Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation.
CoRR, 2015

A Dictionary Approach to EBSD Indexing.
CoRR, 2015

Topology-Preserving Multi-label Image Segmentation.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Rotationally-invariant non-local means for image denoising and tomography.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Coercive region-level registration for multi-modal images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Statistical estimation and clustering of group-invariant orientation parameters.
Proceedings of the 18th International Conference on Information Fusion, 2015

Advanced prior modeling for 3D bright field electron tomography.
Proceedings of the Computational Imaging XIII, 2015

Anomaly detection of microstructural defects in continuous fiber reinforced composites.
Proceedings of the Computational Imaging XIII, 2015

2014
Graph-cut based interactive segmentation of 3D materials-science images.
Mach. Vis. Appl., 2014

Robust spectral unmixing for anomaly detection.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Physics of MRF regularization for segmentation of materials microstructure images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Model-based iterative reconstruction for synchrotron X-ray tomography.
Proceedings of the IEEE International Conference on Acoustics, 2014

Edge-Weighted Centroid Voronoi Tessellation with Propagation of Consistency Constraint for 3D Grain Segmentation in Microscopic Superalloy Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
3D Materials Image Segmentation by 2D Propagation: A Graph-Cut Approach Considering Homomorphism.
IEEE Trans. Image Process., 2013

A Model Based Iterative Reconstruction Algorithm For High Angle Annular Dark Field-Scanning Transmission Electron Microscope (HAADF-STEM) Tomography.
IEEE Trans. Image Process., 2013

EBSD image segmentation using a physics-based forward model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Interactive grain image segmentation using graph cut algorithms.
Proceedings of the Computational Imaging XI, 2013

Model based iterative reconstruction for Bright Field electron tomography.
Proceedings of the Computational Imaging XI, 2013

Building and enforcing shape priors for segmentation of alloy micrographs.
Proceedings of the Computational Imaging XI, 2013

2012
Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM).
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Image sequence segmentation combining global labeling and local relabeling and its application to materials science images.
Proceedings of the Computational Imaging X, 2012

2008
An automated segmentation for nickel-based superalloy.
Proceedings of the International Conference on Image Processing, 2008

Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions.
Proceedings of the Computational Imaging VI, 2008


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