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ORCIDJeff P. Simmons
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- affiliation: Air Force Research Laboratory (AFRL), Materials & Manufacturing Directorate
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2020 – today
- 2024
[i8]Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons:
Lagrangian Neural Networks for Reversible Dissipative Evolution. CoRR abs/2405.14645 (2024)- 2023
- [i7]Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons:
Towards Microstructural State Variables in Materials Systems. CoRR abs/2301.04261 (2023) - [i6]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 abs/2302.05541 (2023) - 2022
- [j12]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): 12-15 (2022) - [j11]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): 16-24 (2022) - 2020
- [j10]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: 71-82 (2020) - [c24]Lan Fu, Hongkai Yu, Megna Shah, Jeff P. Simmons, Song Wang:
Crystallographic Symmetry for Data Augmentation in Detecting Dendrite Cores. Computational Imaging 2020
2010 – 2019
- 2019
- [j9]Amirkoushyar Ziabari, Jeffrey M. Rickman, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman:
Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures. IEEE Trans. Computational Imaging 5(4): 660-674 (2019) - 2018
- [j8]Hongkai Yu, Haozhou Yu, Hao Guo, Jeff P. Simmons, Qin Zou, Wei Feng, Song Wang:
Multiple human tracking in wearable camera videos with informationless intervals. Pattern Recognit. Lett. 112: 104-110 (2018) - [i5]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 abs/1805.10256 (2018) - 2017
- [c23]Amirkoushyar Ziabari, Jeffrey M. Rickman, Jeffrey P. Simmons, Charles A. Bouman:
Physics based modeling for the development of soft segmentation and reconstruction algorithms. ACSSC 2017: 1875-1880 - [c22]Hongkai Yu, Jeff P. Simmons, Craig P. Przybyla, Song Wang:
On-the-Fly Performance Evaluation of Large-Scale Fiber Tracking. Computational Imaging 2017: 142-147 - [c21]Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman:
Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy. CVPR Workshops 2017: 1084-1092 - 2016
- [j7]Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Gregery T. Buzzard, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman:
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation. IEEE Trans. Computational Imaging 2(4): 408-423 (2016) - [j6]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): 4931-4942 (2016) - [c20]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: 952-960 - [c19]Muhammad Usman Sadiq, Jeff P. Simmons, Charles A. Bouman:
Model based image reconstruction with physics based priors. ICIP 2016: 3176-3179 - [i4]Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman:
Multi-resolution Data Fusion for Super-Resolution Electron Microscopy. CoRR abs/1612.00874 (2016) - 2015
- [j5]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): 1152-1155 (2015) - [j4]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): 1-15 (2015) - [c18]Stephen Bricker, Jeffrey P. Simmons, Craig Przybyla, Russell C. Hardie:
Anomaly detection of microstructural defects in continuous fiber reinforced composites. Computational Imaging 2015: 94010A - [c17]Suhas Sreehari, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman:
Advanced prior modeling for 3D bright field electron tomography. Computational Imaging 2015: 940108 - [c16]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeffrey P. Simmons, Alfred O. Hero III:
Statistical estimation and clustering of group-invariant orientation parameters. FUSION 2015: 719-726 - [c15]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: 542-546 - [c14]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Jeffrey P. Simmons, Alfred O. Hero III:
Coercive region-level registration for multi-modal images. ICIP 2015: 2419-2423 - [c13]Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang:
Topology-Preserving Multi-label Image Segmentation. WACV 2015: 1084-1091 - [i3]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Jeffrey P. Simmons, Alfred O. Hero III:
Coercive Region-level Registration for Multi-modal Images. CoRR abs/1502.07432 (2015) - [i2]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 abs/1502.07436 (2015) - [i1]Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman:
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation. CoRR abs/1512.07331 (2015) - 2014
- [j3]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): 1615-1629 (2014) - [c12]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: 258-265 - [c11]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: 6909-6913 - [c10]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: 4882-4886 - [c9]Gregory E. Newstadt, Alfred O. Hero III, Jeff P. Simmons:
Robust spectral unmixing for anomaly detection. SSP 2014: 109-112 - 2013
- [j2]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): 4532-4544 (2013) - [j1]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): 5282-5293 (2013) - [c8]Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak:
Building and enforcing shape priors for segmentation of alloy micrographs. Computational Imaging 2013: 86570D - [c7]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: 86570A - [c6]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: 86570I - [c5]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: 3780-3784 - 2012
- [c4]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: 829606 - [c3]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: 680-683
2000 – 2009
- 2008
- [c2]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: 68140 - [c1]Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak:
An automated segmentation for nickel-based superalloy. ICIP 2008: 2280-2283
Coauthor Index
aka: Singanallur V. Venkatakrishnan
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