Peter C. Doerschuk

ORCID

Publication Activity (10 Years)

Years Active: 1992-2021
Publications (10 Years): 8

Top Venues

ICIP

Computational Imaging

SSP

CoRR

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Nan Xu, Peter C. Doerschuk
Computation of Real-Valued Basis Functions which Transform as Irreducible Representations of the Polyhedral Groups. SIAM J. Sci. Comput. 43 (6) (2021)
Nan Xu, Peter C. Doerschuk, Shella D. Keilholz, R. Nathan Spreng
Spatiotemporal functional interactivity among large-scale brain networks. NeuroImage 227 (2021)
Nan Xu, Peter C. Doerschuk
Reconstruction of Stochastic 3D Signals With Symmetric Statistics From 2D Projection Images Motivated by Cryo-Electron Microscopy. IEEE Trans. Image Process. 28 (11) (2019)
Yunye Gong, Srikrishna Karanam, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Peter C. Doerschuk
Learning Compositional Visual Concepts With Mutual Consistency. CVPR (2018)
Yunye Gong, Srikrishna Karanam, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Peter C. Doerschuk
Learning Compositional Visual Concepts with Mutual Consistency. CoRR (2017)
Kang Wang, Chi-yu Fu, Carlos E. Catalano, Peter E. Prevelige, Peter C. Doerschuk, John E. Johnson
Detecting asymmetry in the presence of symmetry with maximum likelihood three-dimensional reconstructions of viruses from electron microscope images. IET Image Process. 10 (8) (2016)
Yunye Gong, Peter C. Doerschuk
3-D understanding of electron microscopy images of nano bio objects by computing generative mechanical models. ICIP (2016)
Nan Xu, Peter C. Doerschuk
Statistical characterization of ensembles of symmetric virus particles: 3-D stochastic signal reconstruction from electron microscope images. EMBC (2016)
Yunye Gong, Peter C. Doerschuk
Determining fluctuation in bio-nanomachines from electron microscopy images. ICIP (2015)
Nan Xu, Peter C. Doerschuk
Reconstruction for stochastic 3-D signals with symmetric statistics in noise: Electron microscopy of virus particles. ICIP (2015)
Qiu Wang, Peter C. Doerschuk
3-D image reconstruction for bio nanomachines with helical symmetry: Image formation theory. ICIP (2015)
Nan Xu, R. Nathan Spreng, Peter C. Doerschuk
Directed interactivity of large-scale brain networks: Introducing a new method for estimating resting-state effective connectivity MRI. ICIP (2014)
Cory J. Prust, Qiu Wang, Peter C. Doerschuk, John E. Johnson
Highly scalable methods for exploiting a label with unknown location in order to orient a set of single-particle cryo electron microscopy images. Computational Imaging (2012)
Qiu Wang, Yili Zheng, Peter C. Doerschuk
3D reconstruction based on single-particle cryo electron microscopy images as a random signal in noise problem. Computational Imaging (2012)
Qiu Wang, Peter C. Doerschuk
Describing the structure of a macro molecular complex as a random Signal in noise and a maximum likelihood reconstruction. SSP (2012)
Qiu Wang, Peter C. Doerschuk
Inverse problems for cryo electron microscopy of viruses: randomly oriented projection images of random 3D structures in noise. Computational Imaging (2011)
Ipek Ozil, Martin H. Plawecki, Peter C. Doerschuk, Sean J. O'Connor
Characterization of human use of ethanol based on video games with ethanol rewards: Model, system identification and statistical performance. ACSCC (2011)
Seunghee Lee, Peter C. Doerschuk, John E. Johnson
Multiclass Maximum-Likelihood Symmetry Determination and Motif Reconstruction of 3-D Helical Objects From Projection Images for Electron Microscopy. IEEE Trans. Image Process. 20 (7) (2011)
Yili Zheng, Qiu Wang, Peter C. Doerschuk
Stochastic 3-D signal reconstruction from noisy projection data for heterogeneous instances of objects in electron microscopy imagery. ISBI (2011)
Kang Wang, Peter C. Doerschuk
Understanding dynamics of biological macromolecular complexes by estimating a mechanical model via statistical mechanics from cryo electron microscopy images. ISBI (2011)
Ipek Ozil, Martin H. Plawecki, Peter C. Doerschuk, Sean J. O'Connor
System identification to characterize human use of ethanol based on generative point-process models of video games with ethanol rewards. EMBC (2011)
John Sunwoo, Nathan R. Cornelius, Peter C. Doerschuk, Chris B. Schaffer
Estimating brain microvascular blood flows from partial two-photon microscopy data by computation with a circuit model. EMBC (2011)
Cory J. Prust, Kang Wang, Yili Zheng, Peter C. Doerschuk
Special Purpose 3-D Reconstruction and Restoration Algorithms for Electron Microscopy of Nanoscale Objects and an Enabling Software Toolkit. ISBI (2009)
Seunghee Lee, Qiaoyun Chen, Peter C. Doerschuk
3-D Reconstructions of Nanometer-Scale Helical Objects from Cryo Electron Microscopy Images. ISBI (2009)
Yili Zheng, Peter C. Doerschuk
Algorithms for Sorting and Reconstructing Heterogeneous Nanoscale Biological Objects from Cryo Electron Microscopy Images. ISBI (2009)
Jae-Joon Han, Peter C. Doerschuk, Saul B. Gelfand, Sean J. O'Connor
Models and Signal Processing for an Implanted Ethanol Bio-Sensor. IEEE Trans. Biomed. Eng. 55 (2) (2008)
Yili Zheng, Peter C. Doerschuk
A parallel software toolkit for statistical 3-D virus reconstructions from cryo electron microscopy images using computer clusters with multi-core shared-memory nodes. IPDPS (2008)
Martin H. Plawecki, Jae-Joon Han, Peter C. Doerschuk, Vijay A. Ramchandani, Sean J. O'Connor
Physiologically Based Pharmacokinetic (PBPK) Models for Ethanol. IEEE Trans. Biomed. Eng. 55 (12) (2008)
Junghoon Lee, Peter C. Doerschuk, John E. Johnson
Exact Reduced-Complexity Maximum Likelihood Reconstruction of Multiple 3-D Objects From Unlabeled Unoriented 2-D Projections and Electron Microscopy of Viruses. IEEE Trans. Image Process. 16 (12) (2007)
Junghoon Lee, Yili Zheng, Peter C. Doerschuk
Computing the 3-D structure of viruses from unoriented cryo electron microscope images: a fast algorithm for a statistical approach. EMBC (2006)
Junghoon Lee, Yili Zheng, Peter C. Doerschuk
A fast algorithm for 3D reconstruction from unoriented projections and cryo electron microscopy of viruses. Computational Imaging (2006)
Jae-Joon Han, Martin H. Plawecki, Peter C. Doerschuk, Vijay A. Ramchandani, Sean J. O'Connor
Ordinary differential equation models for ethanol pharmacokinetic based on anatomy and physiology. EMBC (2006)
Youngha Hwang, Peter C. Doerschuk
3D reconstructions from spherically averaged Fourier transform magnitude and solution x-ray scattering experiments. Computational Imaging (2006)
Cory J. Prust, Peter C. Doerschuk, John E. Johnson
3-D Reconstructions of Tailed Bacteriophages from CYRO Electron Microscopy Images. ICIP (2006)
Jae-Joon Han, Peter C. Doerschuk, Saul B. Gelfand, Sean J. O'Connor
Statistical Signal processing for an implantable ethanol biosensor. EMBC (2006)
Junghoon Lee, Yili Zheng, Peter C. Doerschuk, Jinghua Tang, John E. Johnson
Maximum likelihood 3D reconstruction of multiple viruses from mixtures of cryo electron microscope images. Computational Imaging (2005)
Junghoon Lee, Peter C. Doerschuk, Jinghua Tang, John E. Johnson
Computing the 3-D structure of viruses from electron microscope images. ICASSP (5) (2005)
Peter C. Doerschuk, Saul B. Gelfand, Zhye Yin
Model Calculations for Joint Pattern Recognition and Signal Reconstruction in Cyro Electron Microscopy. Commun. Inf. Syst. 4 (1) (2004)
Zhye Yin, Yili Zheng, Peter C. Doerschuk, John E. Johnson
Computational 3D reconstructions by optimization for cryo-electron microscopy. Computational Imaging (2003)
Zhye Yin, Yili Zheng, Peter C. Doerschuk
A statistical model for cryo electron microscope images and 3-D reconstruction and experimental design [spherical viruses]. ISBI (2002)
Yili Zheng, Zhye Yin, Peter C. Doerschuk
3-D maximum likelihood reconstructions of viruses from cryo electron microscope images and parallel computation. ICIP (2) (2002)
Zhye Yin, Yili Zheng, Peter C. Doerschuk
Robustness of 3-D maximum likelihood reconstructions of viruses from cryo electron microscope images. ICASSP (2002)
Yuh-Chin Chang, Srinivas R. Kadaba, Peter C. Doerschuk, Saul B. Gelfand
Image restoration using recursive Markov random field models driven by Cauchy distributed noise. IEEE Signal Process. Lett. 8 (3) (2001)
Wan-Chieh Pai, Peter C. Doerschuk
Statistical AM-FM models, extended Kalman filter demodulation, Cramer-Rao bounds, and speech analysis. IEEE Trans. Signal Process. 48 (8) (2000)
Yibin Zheng, Peter C. Doerschuk
Explicit Computation of Orthonormal Symmetrized Harmonics with Application to the Identity Representation of the Icosahedral Group. SIAM J. Math. Anal. 32 (3) (2000)
Peter C. Doerschuk, John E. Johnson
Ab initio reconstruction and experimental design for cryo electron microscopy. IEEE Trans. Inf. Theory 46 (5) (2000)
Yibin Zheng, Peter C. Doerschuk, John E. Johnson
Symmetry-constrained 3-D interpolation of viral X-ray crystallography data. IEEE Trans. Signal Process. 48 (1) (2000)
Yibin Zheng, Peter C. Doerschuk
3-D image reconstruction from averaged Fourier transform magnitude by parameter estimation. IEEE Trans. Image Process. 7 (11) (1998)
Wen Gao, Peter C. Doerschuk
Reconstruction Problems in 3D for Viral Cryo Electron Microscopy. ICIP (2) (1998)
Yibin Zheng, Tao Li, Peter C. Doerschuk, John E. Johnson
Low Resolution 3D Reconstructions of Viruses from X-Ray Crystal Diffraction Data. ICIP (3) (1998)
Yibin Zheng, Peter C. Doerschuk, John E. Johnson
Symmetry-constrained 3D interpolation for virus X-ray crystallography. ICASSP (1998)
Shan Lu, Peter C. Doerschuk
Demodulators for AM-FM models of speech signals: a comparison. ICASSP (1996)
Shan Lu, Peter C. Doerschuk
Nonlinear modeling and processing of speech based on sums of AM-FM formant models. IEEE Trans. Signal Process. 44 (4) (1996)
Wai Ying Kan, James V. Krogmeier, Peter C. Doerschuk
Sensor signal processing for IVHS applications. ICASSP (1995)
Chi-hsin Wu, Peter C. Doerschuk
Application of the cluster approximation for the simultaneous restoration and segmentation of tomographic images. ICIP (1995)
Chi-hsin Wu, Peter C. Doerschuk
Cluster Expansions for the Deterministic Computation of Bayesian Estimators Based on Markov Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 17 (3) (1995)
Chi-hsin Wu, Peter C. Doerschuk
Texture-based segmentation using markov random field models and approximate Bayesian estimators based on trees. J. Math. Imaging Vis. 5 (4) (1995)
Chi-hsin Wu, Peter C. Doerschuk
Tree Approximations to Markov Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 17 (4) (1995)
Peter C. Doerschuk
Cramer-Rao bounds for discrete-time nonlinear filtering problems. IEEE Trans. Autom. Control. 40 (8) (1995)
Yibin Zheng, Peter C. Doerschuk
Reconstruction of viruses from solution X-ray scattering data. ICIP (1995)
Shan Lu, Peter C. Doerschuk
Modeling and processing speech with sums of AM-FM formant models. ICASSP (1995)
Chi-hsin Wu, Peter C. Doerschuk
Computation of Bayesian Estimators for Markov Random Field Image Models Using the Cluster Approximation. ICIP (3) (1994)
Peter C. Doerschuk
X-ray Crystallographic Imaging. ICIP (3) (1994)
Peter C. Doerschuk
Bayesian reconstruction of signals invariant under a space-group symmetry from Fourier transform magnitudes. IEEE Trans. Image Process. 3 (4) (1994)
Chi-hsin Wu, Peter C. Doerschuk
Bayesian Spatial Classifiers Based on Tree Approximations to Markov Random Fields. ICIP (2) (1994)
Chi-hsin Wu, Peter C. Doerschuk
Deterministic parallel computation of Bayesian deblurring using cluster approximations. ISCAS (1993)
Saul B. Gelfand, Peter C. Doerschuk, Mohamed Nahhas-Mohandes
Theory and Application of Annealing Algorithms for Continuous Optimization. WSC (1992)
Peter C. Doerschuk
Signal reconstruction from Fourier transform magnitude using Markov random fields in X-ray crystallography. ICASSP (1992)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peter C. Doerschuk