Jeff P. Simmons

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Iterative Reconstruction

Image Sequences

Top Venues

Computational Imaging

IEEE Signal Process. Mag.

Publications

Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
Lagrangian Neural Networks for Reversible Dissipative Evolution. CoRR (2024)
Lan Fu, Zhiyuan Liu, Jinlong Li, Jeff P. Simmons, Hongkai Yu, Song Wang
Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data. CoRR (2023)
Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
Towards Microstructural State Variables in Materials Systems. CoRR (2023)
Mary L. Comer, Jeff P. Simmons
The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers. IEEE Signal Process. Mag. 39 (1) (2022)
Mary L. Comer, Jeff P. Simmons, Steve Niezgoda, Charles A. Bouman, Benjamin Berkels
Signal Processing for Advanced Materials [From the Guest Editors]. IEEE Signal Process. Mag. 39 (1) (2022)
Lan Fu, Hongkai Yu, Megna Shah, Jeff P. Simmons, Song Wang
Crystallographic Symmetry for Data Augmentation in Detecting Dendrite Cores. Computational Imaging (2020)
Hongkai Yu, Dazhou Guo, Zhipeng Yan, Lan Fu, Jeff P. Simmons, Craig P. Przybyla, Song Wang
Weakly supervised easy-to-hard learning for object detection in image sequences. Neurocomputing 398 (2020)
Hongkai Yu, Haozhou Yu, Hao Guo, Jeff P. Simmons, Qin Zou, Wei Feng, Song Wang
. Pattern Recognit. Lett. 112 (2018)
Hongkai Yu, Dazhou Guo, Zhipeng Yan, Wei Liu, Jeff P. Simmons, Craig P. Przybyla, Song Wang
Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images. CoRR (2018)
Hongkai Yu, Jeff P. Simmons, Craig P. Przybyla, Song Wang
On-the-Fly Performance Evaluation of Large-Scale Fiber Tracking. Computational Imaging (2017)
Hongkai Yu, Youjie Zhou, Jeff P. Simmons, Craig P. Przybyla, Yuewei Lin, Xiaochuan Fan, Yang Mi, Song Wang
Groupwise Tracking of Crowded Similar-Appearance Targets from Low-Continuity Image Sequences. CVPR (2016)
Youjie Zhou, Hongkai Yu, Jeff P. Simmons, Craig Przybyla, Song Wang
Large-Scale Fiber Tracking Through Sparsely Sampled Image Sequences of Composite Materials. IEEE Trans. Image Process. 25 (10) (2016)
Muhammad Usman Sadiq, Jeff P. Simmons, Charles A. Bouman
Model based image reconstruction with physics based priors. ICIP (2016)
Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeff P. Simmons, Alfred O. Hero III
Parameter Estimation in Spherical Symmetry Groups. IEEE Signal Process. Lett. 22 (8) (2015)
S. V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
Model-Based Iterative Reconstruction for Bright-Field Electron Tomography. IEEE Trans. Computational Imaging 1 (1) (2015)
Suhas Sreehari, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Charles A. Bouman
Rotationally-invariant non-local means for image denoising and tomography. ICIP (2015)
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
A Dictionary Approach to EBSD Indexing. CoRR (2015)
Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang
Topology-Preserving Multi-label Image Segmentation. WACV (2015)
K. Aditya Mohan, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Dilworth Y. Parkinson, Charles A. Bouman
Model-based iterative reconstruction for synchrotron X-ray tomography. ICASSP (2014)
Jeff P. Simmons, Craig Przybyla, Stephen Bricker, Dae-Woo Kim, Mary L. Comer
Physics of MRF regularization for segmentation of materials microstructure images. ICIP (2014)
Gregory E. Newstadt, Alfred O. Hero III, Jeff P. Simmons
Robust spectral unmixing for anomaly detection. SSP (2014)
Youjie Zhou, Lili Ju, Yu Cao, Jarrell W. Waggoner, Yuewei Lin, Jeff P. Simmons, Song Wang
Edge-Weighted Centroid Voronoi Tessellation with Propagation of Consistency Constraint for 3D Grain Segmentation in Microscopic Superalloy Images. CVPR Workshops (2014)
Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang
Graph-cut based interactive segmentation of 3D materials-science images. Mach. Vis. Appl. 25 (6) (2014)
Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang
3D Materials Image Segmentation by 2D Propagation: A Graph-Cut Approach Considering Homomorphism. IEEE Trans. Image Process. 22 (12) (2013)
Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Ayman Salem, Marc De Graef, Song Wang
Interactive grain image segmentation using graph cut algorithms. Computational Imaging (2013)
S. V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
A Model Based Iterative Reconstruction Algorithm For High Angle Annular Dark Field-Scanning Transmission Electron Microscope (HAADF-STEM) Tomography. IEEE Trans. Image Process. 22 (11) (2013)
Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
Model based iterative reconstruction for Bright Field electron tomography. Computational Imaging (2013)
Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak
Building and enforcing shape priors for segmentation of alloy micrographs. Computational Imaging (2013)
Se Un Park, Dennis L. Wei, Marc De Graef, Megna Shah, Jeff P. Simmons, Alfred O. Hero III
EBSD image segmentation using a physics-based forward model. ICIP (2013)
Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM). SSP (2012)
Jarrell W. Waggoner, Jeff P. Simmons, Song Wang
Image sequence segmentation combining global labeling and local relabeling and its application to materials science images. Computational Imaging (2012)
Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak
An automated segmentation for nickel-based superalloy. ICIP (2008)
Landis M. Huffman, Jeff P. Simmons, Ilya Pollak
Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions. Computational Imaging (2008)