Jeff P. Simmons

According to our database, Jeff P. Simmons authored at least 43 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information.

Timofey Efimov, Harry Dong, Megna Shah, Jeff P. Simmons, Sean Donegan, Yuejie Chi

CoRR, 2024

Lagrangian Neural Networks for Reversible Dissipative Evolution.

Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons

CoRR, 2024

2023

Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data.

Lan Fu, Zhiyuan Liu, Jinlong Li, Jeff P. Simmons, Hongkai Yu, Song Wang

CoRR, 2023

Towards Microstructural State Variables in Materials Systems.

Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons

CoRR, 2023

2022

Signal Processing for Advanced Materials [From the Guest Editors].

Mary L. Comer, Jeff P. Simmons, Steve Niezgoda, Charles A. Bouman, Benjamin Berkels

IEEE Signal Process. Mag., 2022

The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers.

Mary L. Comer, Jeff P. Simmons

IEEE Signal Process. Mag., 2022

2020

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

Hongkai Yu, Dazhou Guo, Zhipeng Yan, Lan Fu, Jeff P. Simmons, Craig P. Przybyla, Song Wang

Neurocomputing, 2020

Crystallographic Symmetry for Data Augmentation in Detecting Dendrite Cores.

Lan Fu, Hongkai Yu, Megna Shah, Jeff P. Simmons, Song Wang

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.

Amirkoushyar Ziabari, Jeffrey M. Rickman, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman

IEEE Trans. Computational Imaging, 2019

2018

<i>Multiple human tracking in wearable camera videos with informationless intervals</i>.

Hongkai Yu, Haozhou Yu, Hao Guo, Jeff P. Simmons, Qin Zou, Wei Feng, Song Wang

Pattern Recognit. Lett., 2018

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

Hongkai Yu, Dazhou Guo, Zhipeng Yan, Wei Liu, Jeff P. Simmons, Craig P. Przybyla, Song Wang

CoRR, 2018

2017

Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy.

Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

On-the-Fly Performance Evaluation of Large-Scale Fiber Tracking.

Hongkai Yu, Jeff P. Simmons, Craig P. Przybyla, Song Wang

Proceedings of the Computational Imaging XV, Burlingame, 2017

Physics based modeling for the development of soft segmentation and reconstruction algorithms.

Amirkoushyar Ziabari, Jeffrey M. Rickman, Jeffrey P. Simmons, Charles A. Bouman

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.

Youjie Zhou, Hongkai Yu, Jeff P. Simmons, Craig Przybyla, Song Wang

IEEE Trans. Image Process., 2016

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

Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Gregery T. Buzzard, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman

IEEE Trans. Computational Imaging, 2016

Model based image reconstruction with physics based priors.

Muhammad Usman Sadiq, Jeff P. Simmons, Charles A. Bouman

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Groupwise Tracking of Crowded Similar-Appearance Targets from Low-Continuity Image Sequences.

Hongkai Yu, Youjie Zhou, Jeff P. Simmons, Craig P. Przybyla, Yuewei Lin, Xiaochuan Fan, Yang Mi, Song Wang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Model-Based Iterative Reconstruction for Bright-Field Electron Tomography.

S. V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman

IEEE Trans. Computational Imaging, 2015

Parameter Estimation in Spherical Symmetry Groups.

Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeff P. Simmons, Alfred O. Hero III

IEEE Signal Process. Lett., 2015

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

Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman

CoRR, 2015

A Dictionary Approach to EBSD Indexing.

Yu-Hui Chen, Se Un Park, Dennis L. Wei, Gregory E. Newstadt, Michael A. Jackson, Jeff P. Simmons, Marc De Graef, Alfred O. Hero III

CoRR, 2015

Topology-Preserving Multi-label Image Segmentation.

Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Rotationally-invariant non-local means for image denoising and tomography.

Suhas Sreehari, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Charles A. Bouman

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Coercive region-level registration for multi-modal images.

Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Jeffrey P. Simmons, Alfred O. Hero III

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Statistical estimation and clustering of group-invariant orientation parameters.

Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeffrey P. Simmons, Alfred O. Hero III

Proceedings of the 18th International Conference on Information Fusion, 2015

Advanced prior modeling for 3D bright field electron tomography.

Suhas Sreehari, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman

Proceedings of the Computational Imaging XIII, 2015

Anomaly detection of microstructural defects in continuous fiber reinforced composites.

Stephen Bricker, Jeffrey P. Simmons, Craig Przybyla, Russell C. Hardie

Proceedings of the Computational Imaging XIII, 2015

2014

Graph-cut based interactive segmentation of 3D materials-science images.

Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang

Mach. Vis. Appl., 2014

Robust spectral unmixing for anomaly detection.

Gregory E. Newstadt, Alfred O. Hero III, Jeff P. Simmons

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Physics of MRF regularization for segmentation of materials microstructure images.

Jeff P. Simmons, Craig Przybyla, Stephen Bricker, Dae-Woo Kim, Mary L. Comer

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Model-based iterative reconstruction for synchrotron X-ray tomography.

K. Aditya Mohan, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Dilworth Y. Parkinson, Charles A. Bouman

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.

Youjie Zhou, Lili Ju, Yu Cao, Jarrell W. Waggoner, Yuewei Lin, Jeff P. Simmons, Song Wang

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.

Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang

IEEE Trans. Image Process., 2013

A Model Based Iterative Reconstruction Algorithm For High Angle Annular Dark Field-Scanning Transmission Electron Microscope (HAADF-STEM) Tomography.

S. V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman

IEEE Trans. Image Process., 2013

EBSD image segmentation using a physics-based forward model.

Se Un Park, Dennis L. Wei, Marc De Graef, Megna Shah, Jeff P. Simmons, Alfred O. Hero III

Proceedings of the IEEE International Conference on Image Processing, 2013

Interactive grain image segmentation using graph cut algorithms.

Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Ayman Salem, Marc De Graef, Song Wang

Proceedings of the Computational Imaging XI, 2013

Model based iterative reconstruction for Bright Field electron tomography.

Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Marc De Graef, Jeff P. Simmons, Charles A. Bouman

Proceedings of the Computational Imaging XI, 2013

Building and enforcing shape priors for segmentation of alloy micrographs.

Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak

Proceedings of the Computational Imaging XI, 2013

2012

Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM).

Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman

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.

Jarrell W. Waggoner, Jeff P. Simmons, Song Wang

Proceedings of the Computational Imaging X, 2012

2008

An automated segmentation for nickel-based superalloy.

Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak

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.

Landis M. Huffman, Jeff P. Simmons, Ilya Pollak

Proceedings of the Computational Imaging VI, 2008