Jeff P. Simmons

34 papers A* 1A 1B 5Misc 2Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information. ICASSP Timofey Efimov, Harry Dong, Megna Shah, Jeff P. Simmons, Sean Donegan, Yuejie Chi
2024	J	`jnl`	Lagrangian Neural Networks for Reversible Dissipative Evolution. CoRR Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
2024	J	`jnl`	Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information. CoRR Timofey Efimov, Harry Dong, Megna Shah, Jeff P. Simmons, Sean Donegan, Yuejie Chi
2023	J	`jnl`	Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data. CoRR Lan Fu, Zhiyuan Liu, Jinlong Li, Jeff P. Simmons, Hongkai Yu, Song Wang
2023	J	`jnl`	Towards Microstructural State Variables in Materials Systems. CoRR Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
2022	J	`jnl`	Signal Processing for Advanced Materials [From the Guest Editors]. IEEE Signal Process. Mag. Mary L. Comer, Jeff P. Simmons, Steve Niezgoda, Charles A. Bouman, Benjamin Berkels
2022	J	`jnl`	The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers. IEEE Signal Process. Mag. Mary L. Comer, Jeff P. Simmons
2020	—	`conf`	Crystallographic Symmetry for Data Augmentation in Detecting Dendrite Cores. Computational Imaging Lan Fu, Hongkai Yu, Megna Shah, Jeff P. Simmons, Song Wang
2020	J	`jnl`	Weakly supervised easy-to-hard learning for object detection in image sequences. Neurocomputing Hongkai Yu, Dazhou Guo, Zhipeng Yan, Lan Fu, Jeff P. Simmons, Craig P. Przybyla, Song Wang
2018	J	`jnl`	Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images. CoRR Hongkai Yu, Dazhou Guo, Zhipeng Yan, Wei Liu, Jeff P. Simmons, Craig P. Przybyla, Song Wang
2017	—	`conf`	On-the-Fly Performance Evaluation of Large-Scale Fiber Tracking. Computational Imaging Hongkai Yu, Jeff P. Simmons, Craig P. Przybyla, Song Wang
2016	A*	`conf`	Groupwise Tracking of Crowded Similar-Appearance Targets from Low-Continuity Image Sequences. CVPR Hongkai Yu, Youjie Zhou, Jeff P. Simmons, Craig P. Przybyla, Yuewei Lin, Xiaochuan Fan, Yang Mi, Song Wang
2016	J	`jnl`	Large-Scale Fiber Tracking Through Sparsely Sampled Image Sequences of Composite Materials. IEEE Trans. Image Process. Youjie Zhou, Hongkai Yu, Jeff P. Simmons, Craig Przybyla, Song Wang
2016	B	`conf`	Model based image reconstruction with physics based priors. ICIP Muhammad Usman Sadiq, Jeff P. Simmons, Charles A. Bouman
2015	J	`jnl`	A Dictionary Approach to EBSD Indexing. CoRR 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
2015	J	`jnl`	Model-Based Iterative Reconstruction for Bright-Field Electron Tomography. IEEE Trans. Computational Imaging S. V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
2015	J	`jnl`	Parameter Estimation in Spherical Symmetry Groups. IEEE Signal Process. Lett. Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeff P. Simmons, Alfred O. Hero III
2015	B	`conf`	Rotationally-invariant non-local means for image denoising and tomography. ICIP Suhas Sreehari, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Charles A. Bouman
2015	A	`conf`	Topology-Preserving Multi-label Image Segmentation. WACV Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang
2014	—	`conf`	Edge-Weighted Centroid Voronoi Tessellation with Propagation of Consistency Constraint for 3D Grain Segmentation in Microscopic Superalloy Images. CVPR Workshops Youjie Zhou, Lili Ju, Yu Cao, Jarrell W. Waggoner, Yuewei Lin, Jeff P. Simmons, Song Wang
2014	J	`jnl`	Graph-cut based interactive segmentation of 3D materials-science images. Mach. Vis. Appl. Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang
2014	Misc	`conf`	Model-based iterative reconstruction for synchrotron X-ray tomography. ICASSP K. Aditya Mohan, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Dilworth Y. Parkinson, Charles A. Bouman
2014	B	`conf`	Physics of MRF regularization for segmentation of materials microstructure images. ICIP Jeff P. Simmons, Craig Przybyla, Stephen Bricker, Dae-Woo Kim, Mary L. Comer
2014	—	`conf`	Robust spectral unmixing for anomaly detection. SSP Gregory E. Newstadt, Alfred O. Hero III, Jeff P. Simmons
2013	J	`jnl`	3D Materials Image Segmentation by 2D Propagation: A Graph-Cut Approach Considering Homomorphism. IEEE Trans. Image Process. Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Marc De Graef, Song Wang
2013	J	`jnl`	A Model Based Iterative Reconstruction Algorithm For High Angle Annular Dark Field-Scanning Transmission Electron Microscope (HAADF-STEM) Tomography. IEEE Trans. Image Process. S. V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
2013	—	`conf`	Building and enforcing shape priors for segmentation of alloy micrographs. Computational Imaging Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak
2013	B	`conf`	EBSD image segmentation using a physics-based forward model. ICIP Se Un Park, Dennis L. Wei, Marc De Graef, Megna Shah, Jeff P. Simmons, Alfred O. Hero III
2013	—	`conf`	Interactive grain image segmentation using graph cut algorithms. Computational Imaging Jarrell W. Waggoner, Youjie Zhou, Jeff P. Simmons, Ayman Salem, Marc De Graef, Song Wang
2013	—	`conf`	Model based iterative reconstruction for Bright Field electron tomography. Computational Imaging Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
2012	—	`conf`	Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM). SSP Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
2012	—	`conf`	Image sequence segmentation combining global labeling and local relabeling and its application to materials science images. Computational Imaging Jarrell W. Waggoner, Jeff P. Simmons, Song Wang
2008	B	`conf`	An automated segmentation for nickel-based superalloy. ICIP Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak
2008	—	`conf`	Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions. Computational Imaging Landis M. Huffman, Jeff P. Simmons, Ilya Pollak