Stephen M. Pizer

ORCID

Publication Activity (10 Years)

Years Active: 1966-2023
Publications (10 Years): 34

Top Venues

CoRR

IPMI

Medical Image Anal.

Medical Imaging: Image Processing

Publications

Shuxian Wang, Yubo Zhang, Sarah K. McGill, Julian G. Rosenman, Jan-Michael Frahm, Soumyadip Sengupta, Stephen M. Pizer
A Surface-Normal Based Neural Framework for Colonoscopy Reconstruction. IPMI (2023)
Zhiyuan Liu, Jörn Schulz, Mohsen Taheri Shalmani, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron
Analysis of Joint Shape Variation from Multi-Object Complexes. J. Math. Imaging Vis. 65 (3) (2023)
Shuxian Wang, Yubo Zhang, Sarah K. McGill, Julian G. Rosenman, Jan-Michael Frahm, Soumyadip Sengupta, Stephen M. Pizer
A Surface-normal Based Neural Framework for Colonoscopy Reconstruction. CoRR (2023)
Zhiyuan Liu, James N. Damon, J. S. Marron, Stephen M. Pizer
Geometric and Statistical Models for Analysis of Two-Object Complexes. Int. J. Comput. Vis. 131 (8) (2023)
Inbar Fried, Janine Hoelscher, Jason A. Akulian, Stephen M. Pizer, Ron Alterovitz
Landmark Based Bronchoscope Localization for Needle Insertion Under Respiratory Deformation. IROS (2023)
Jared Vicory, Ye Han, Juan Carlos Prieto, David Allemang, Mathieu Leclercq, Connor Bowley, Harald Scheirich, Jean-Christophe Fillion-Robin, Stephen M. Pizer, James Fishbaugh, Guido Gerig, Martin Styner, Beatriz Paniagua
SlicerSALT: From Medical Images to Quantitative Insights of Anatomy. ShapeMI@MICCAI (2023)
Stephen M. Pizer, J. S. Marron, James N. Damon, Jared Vicory, Akash Krishna, Zhiyuan Liu, Mohsen Taheri
Skeletons, Object Shape, Statistics. Frontiers Comput. Sci. 4 (2022)
Yubo Zhang, Shuxian Wang, Ruibin Ma, Sarah K. McGill, Julian G. Rosenman, Stephen M. Pizer
Lighting Enhancement Aids Reconstruction of Colonoscopic Surfaces. CoRR (2021)
Ruibin Ma, Rui Wang, Yubo Zhang, Stephen M. Pizer, Sarah K. McGill, Julian G. Rosenman, Jan-Michael Frahm
RNNSLAM: Reconstructing the 3D colon to visualize missing regions during a colonoscopy. Medical Image Anal. 72 (2021)
Zhiyuan Liu, Jun-Pyo Hong, Jared Vicory, James N. Damon, Stephen M. Pizer
Fitting unbranching skeletal structures to objects. Medical Image Anal. 70 (2021)
Yubo Zhang, Shuxian Wang, Ruibin Ma, Sarah K. McGill, Julian G. Rosenman, Stephen M. Pizer
Lighting Enhancement Aids Reconstruction of Colonoscopic Surfaces. IPMI (2021)
Ruibin Ma, Sarah K. McGill, Rui Wang, Julian G. Rosenman, Jan-Michael Frahm, Yubo Zhang, Stephen M. Pizer
Colon10k: A Benchmark For Place Recognition In Colonoscopy. ISBI (2021)
Zhiyuan Liu, Jörn Schulz, Mohsen Taheri, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron
Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes. CoRR (2021)
Yubo Zhang, Jan-Michael Frahm, Samuel Ehrenstein, Sarah K. McGill, Julian G. Rosenman, Shuxian Wang, Stephen M. Pizer
ColDE: A Depth Estimation Framework for Colonoscopy Reconstruction. CoRR (2021)
Rui Wang, Stephen M. Pizer, Jan-Michael Frahm
Recurrent Neural Network for (Un-)Supervised Learning of Monocular Video Visual Odometry and Depth. CVPR (2019)
Ruibin Ma, Rui Wang, Stephen M. Pizer, Julian G. Rosenman, Sarah K. McGill, Jan-Michael Frahm
Real-Time 3D Reconstruction of Colonoscopic Surfaces for Determining Missing Regions. MICCAI (5) (2019)
Rui Wang, Stephen M. Pizer, Jan-Michael Frahm
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth. CoRR (2019)
Ruibin Ma, Qingyu Zhao, Rui Wang, James N. Damon, Julian G. Rosenman, Stephen M. Pizer
Skeleton-based Generalized Cylinder Deformation under the Relative Curvature Condition. PG (Short Papers and Posters) (2018)
Ruibin Ma, Qingyu Zhao, Rui Wang, James N. Damon, Julian G. Rosenman, Stephen M. Pizer
Deforming generalized cylinders without self-intersection by means of a parametric center curve. Comput. Vis. Media 4 (4) (2018)
Miao Fan, Jared Vicory, Sarah McGill, Stephen M. Pizer, Julian G. Rosenman
Features for the Detection of Flat Polyps in Colonoscopy Video. MIUA (2018)
Jared Vicory, Laura Pascal, Pablo Hernandez, James Fishbaugh, Juan-Carlos Prieto, Mahmoud Mostapha, Chao Huang, Hina Shah, Jun-Pyo Hong, Zhiyuan Liu, Loic Michoud, Jean-Christophe Fillion-Robin, Guido Gerig, Hongtu Zhu, Stephen M. Pizer, Martin Styner, Beatriz Paniagua
SlicerSALT: Shape AnaLysis Toolbox. ShapeMI@MICCAI (2018)
Liyun Tu, Martin Styner, Jared Vicory, Shireen Y. Elhabian, Rui Wang, Jun-Pyo Hong, Beatriz Paniagua, Juan-Carlos Prieto, Dan Yang, Ross T. Whitaker, Stephen M. Pizer
Skeletal Shape Correspondence Through Entropy. IEEE Trans. Medical Imaging 37 (1) (2018)
Rui Wang, Jan-Michael Frahm, Stephen M. Pizer
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video. CoRR (2018)
Mahmoud Mostapha, Sun Hyung Kim, Guorong Wu, Leo Zsembik, Stephen M. Pizer, Martin Styner
Non-Euclidean, convolutional learning on cortical brain surfaces. ISBI (2018)
Rui Wang, True Price, Qingyu Zhao, Jan-Michael Frahm, Julian G. Rosenman, Stephen M. Pizer
Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling. Medical Imaging: Image Processing (2017)
Mahmoud Mostapha, Jared Vicory, Martin Styner, Stephen M. Pizer
A segmentation editing framework based on shape change statistics. Medical Imaging: Image Processing (2017)
Qingyu Zhao, Stephen M. Pizer, Ron Alterovitz, Marc Niethammer, Julian G. Rosenman
Orthotropic Thin Shell Elasticity Estimation for Surface Registration. IPMI (2017)
Jun-Pyo Hong, Jared Vicory, Jörn Schulz, Martin Styner, J. S. Marron, Stephen M. Pizer
Non-Euclidean classification of medically imaged objects via s-reps. Medical Image Anal. 31 (2016)
Jörn Schulz, Stephen M. Pizer, J. S. Marron, Fred Godtliebsen
Non-linear Hypothesis Testing of Geometric Object Properties of Shapes Applied to Hippocampi. J. Math. Imaging Vis. 54 (1) (2016)
Liyun Tu, Jared Vicory, Shireen Y. Elhabian, Beatriz Paniagua, Juan-Carlos Prieto, James N. Damon, Ross T. Whitaker, Martin Styner, Stephen M. Pizer
Entropy-based correspondence improvement of interpolated skeletal models. Comput. Vis. Image Underst. 151 (2016)
Qingyu Zhao, True Price, Stephen M. Pizer, Marc Niethammer, Ron Alterovitz, Julian G. Rosenman
The Endoscopogram: A 3D Model Reconstructed from Endoscopic Video Frames. MICCAI (1) (2016)
Qingyu Zhao, James Price, Stephen M. Pizer, Marc Niethammer, Ron Alterovitz, Julian G. Rosenman
Surface Registration in the Presence of Missing Patches and Topology Change. MIUA (2015)
Liyun Tu, Martin Styner, Jared Vicory, Beatriz Paniagua, Juan-Carlos Prieto, Dan Yang, Stephen M. Pizer
Skeletal shape correspondence via entropy minimization. Medical Imaging: Image Processing (2015)
Liyun Tu, Dan Yang, Jared Vicory, Xiaohong Zhang, Stephen M. Pizer, Martin Andreas Styner
Fitting Skeletal Object Models Using Spherical Harmonics Based Template Warping. IEEE Signal Process. Lett. 22 (12) (2015)
Qingyu Zhao, Chen-Rui Chou, Gig S. Mageras, Stephen M. Pizer
Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen. IEEE Trans. Medical Imaging 33 (8) (2014)
Qingyu Zhao, Stephen M. Pizer, Marc Niethammer, Julian G. Rosenman
Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration. MICCAI (1) (2014)
Chen-Rui Chou, Stephen M. Pizer
Local Regression Learning via Forest Classification for 2D/3D Deformable Registration. MCV (2013)
Chen-Rui Chou, Brandon Frederick, Gig S. Mageras, Sha Chang, Stephen M. Pizer
2D/3D image registration using regression learning. Comput. Vis. Image Underst. 117 (9) (2013)
Chen-Rui Chou, Stephen M. Pizer
Real-Time 2D/3D Deformable Registration Using Metric Learning. MCV (2012)
Ilknur Kabul, Stephen M. Pizer, Julian G. Rosenman, Marc Niethammer
An Optimal Control Approach for Texture Metamorphosis. Comput. Graph. Forum 30 (8) (2011)
Ilknur Kabul, Derek Merck, Julian G. Rosenman, Stephen M. Pizer
Model-based Solid Texture Synthesis for Anatomic Volume Illustration. VCBM (2010)
Xiaoxiao Liu, Ipek Oguz, Stephen M. Pizer, Gig S. Mageras
Shape-correlated deformation statistics for respiratory motion prediction in 4D lung. Medical Imaging: Image-Guided Procedures (2010)
Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig
Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination. IEEE Trans. Pattern Anal. Mach. Intell. 32 (4) (2010)
Xiaoxiao Liu, Rohit R. Saboo, Stephen M. Pizer, Gig S. Mageras
A Shape-Navigated Image Deformation Model for 4D Lung Respiratory Motion Estimation. ISBI (2009)
Joshua H. Levy, Mark Foskey, Stephen M. Pizer
Rotational flows for interpolation between sampled surfaces. CVPR Workshops (2008)
Xiaoxiao Liu, Ja-Yeon Jeong, Joshua H. Levy, Rohit R. Saboo, Edward L. Chaney, Stephen M. Pizer
A large-to-fine-scale shape prior for probabilistic segmentations using a deformable m-rep. CVPR Workshops (2008)
Erik B. Dam, P. Thomas Fletcher, Stephen M. Pizer
Automatic shape model building based on principal geodesic analysis bootstrapping. Medical Image Anal. 12 (2) (2008)
Ja-Yeon Jeong, Joshua V. Stough, James Stephen Marron, Stephen M. Pizer
Conditional-mean initialization using neighboring objects in deformable model segmentation. Medical Imaging: Image Processing (2008)
Timothy B. Terriberry, James N. Damon, Stephen M. Pizer, Sarang C. Joshi, Guido Gerig
Population-Based Fitting of Medial Shape Models with Correspondence Optimization. IPMI (2007)
Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig
Discrimination analysis using multi-object statistics of shape and pose. Medical Imaging: Image Processing (2007)
Joshua Stough, Robert E. Broadhurst, Stephen M. Pizer, Edward L. Chaney
Clustering on Local Appearance for Deformable Model Segmentation. ISBI (2007)
Conglin Lu, Stephen M. Pizer, Sarang C. Joshi, Ja-Yeon Jeong
Statistical Multi-Object Shape Models. Int. J. Comput. Vis. 75 (3) (2007)
Joshua H. Levy, Robert E. Broadhurst, Surajit Ray, Edward L. Chaney, Stephen M. Pizer
Signaling local non-credibility in an automatic segmentation pipeline. Medical Imaging: Image Processing (2007)
Jessica R. Crouch, Stephen M. Pizer, Edward L. Chaney, Yu-Chi Hu, Gig S. Mageras, Marco Zaider
Automated Finite-Element Analysis for Deformable Registration of Prostate Images. IEEE Trans. Medical Imaging 26 (10) (2007)
Joshua Stough, Robert E. Broadhurst, Stephen M. Pizer, Edward L. Chaney
Regional Appearance in Deformable Model Segmentation. IPMI (2007)
Qiong Han, Derek Merck, Joshua H. Levy, Christina Villarruel, James N. Damon, Edward L. Chaney, Stephen M. Pizer
Geometrically Proper Models in Statistical Training. IPMI (2007)
Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig
Statistical Shape Analysis of Multi-Object Complexes. CVPR (2007)
Guido Gerig, Sarang C. Joshi, P. Thomas Fletcher, Kevin Gorczowski, Shun Xu, Stephen M. Pizer, Martin Andreas Styner
Statistics of populations of images and its embedded objects: driving applications in neuroimaging. ISBI (2006)
Robert E. Broadhurst, Joshua Stough, Stephen M. Pizer, Edward L. Chaney
A statistical appearance model based on intensity quantile histograms. ISBI (2006)
Martin Styner, Kevin Gorczowski, P. Thomas Fletcher, Ja-Yeon Jeong, Stephen M. Pizer, Guido Gerig
Statistics of Pose and Shape in Multi-object Complexes Using Principal Geodesic Analysis. MIAR (2006)
Qiong Han, Stephen M. Pizer, James N. Damon
Interpolation in Discrete Single Figure Medial Objects. CVPR Workshops (2006)
Stephen M. Pizer, Ja-Yeon Jeong, Conglin Lu, Keith E. Muller, Sarang C. Joshi
Estimating the Statistics of Multi-object Anatomic Geometry Using Inter-object Relationships. DSSCV (2005)
Stephen M. Pizer, Ja-Yeon Jeong, Robert E. Broadhurst, Sean Ho, Joshua Stough
Deep Structure of Images in Populations Via Geometric Models in Populations. DSSCV (2005)
Qiong Han, Stephen M. Pizer, Derek Merck, Sarang C. Joshi, Ja-Yeon Jeong
Multi-figure Anatomical Objects for Shape Statistics. IPMI (2005)
Robert E. Broadhurst, Joshua Stough, Stephen M. Pizer, Edward L. Chaney
Histogram Statistics of Local Model-Relative Image Regions. DSSCV (2005)
Joshua Stough, Stephen M. Pizer, Edward L. Chaney, Manjari Rao
Clustering On Image Boundary Regions for Deformable Model Segmentation. ISBI (2004)
Erik Dam, P. Thomas Fletcher, Stephen M. Pizer, Gregg Tracton, Julian G. Rosenman
Prostate Shape Modeling Based on Principal Geodesic Analysis Bootstrapping. MICCAI (2) (2004)
Yonatan Fridman, Stephen M. Pizer, Stephen R. Aylward, Elizabeth Bullitt
Extracting branching tubular object geometry via cores. Medical Image Anal. 8 (3) (2004)
Qiong Han, Conglin Lu, Shawn Liu, Stephen M. Pizer, Sarang C. Joshi, Andrew Thall
Representing Multi-Figure Anatomical Objects. ISBI (2004)
P. Thomas Fletcher, Conglin Lu, Stephen M. Pizer, Sarang C. Joshi
Principal geodesic analysis for the study of nonlinear statistics of shape. IEEE Trans. Medical Imaging 23 (8) (2004)
Paul A. Yushkevich, Sarang C. Joshi, Stephen M. Pizer, John G. Csernansky, Lei E. Wang
Feature Selection for Shape-Based Classification of Biological Objects. IPMI (2003)
Y. Sampath K. Vetsa, Martin Styner, Stephen M. Pizer, Jeffrey A. Lieberman, Guido Gerig
Caudate Shape Discrimination in Schizophrenia Using Template-Free Non-parametric Tests. MICCAI (2) (2003)
Jessica R. Crouch, Stephen M. Pizer, Edward L. Chaney, Marco Zaider
Medially Based Meshing with Finite Element Analysis of Prostate Deformation. MICCAI (1) (2003)
Elizabeth Bullitt, Guido Gerig, Stephen M. Pizer, Weili Lin, Stephen R. Aylward
Measuring Tortuosity of the Intracerebral Vasculature. IEEE Trans. Medical Imaging 22 (9) (2003)
Stephen M. Pizer, Guido Gerig, Sarang C. Joshi, Stephen R. Aylward
Multiscale medial shape-based analysis of image objects. Proc. IEEE 91 (10) (2003)
Stephen M. Pizer
Guest Editorial-Medial & Medical: A Good Match for Image Analysis. Int. J. Comput. Vis. 55 (2-3) (2003)
P. Thomas Fletcher, Sarang C. Joshi, Conglin Lu, Stephen M. Pizer
Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis. IPMI (2003)
Martin Styner, Guido Gerig, Sarang C. Joshi, Stephen M. Pizer
Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability. Int. J. Comput. Vis. 55 (2-3) (2003)
Yonatan Fridman, Stephen M. Pizer, Stephen R. Aylward, Elizabeth Bullitt
Segmenting 3D Branching Tubular Structures Using Cores. MICCAI (2) (2003)
Stephen M. Pizer, P. Thomas Fletcher, Andrew Thall, Martin Styner, Guido Gerig, Sarang C. Joshi
Object models in multiscale intrinsic coordinates via m-reps. Image Vis. Comput. 21 (1) (2003)
Robert A. Katz, Stephen M. Pizer
Untangling the Blum Medial Axis Transform. Int. J. Comput. Vis. 55 (2-3) (2003)
Stephen M. Pizer
The Medical Image Display and Analysis Group at the University of North Carolina: Reminiscences and Philosophy. IEEE Trans. Medical Imaging 22 (1) (2003)
Stephen M. Pizer, Kaleem Siddiqi, Gábor Székely, James N. Damon, Steven W. Zucker
Multiscale Medial Loci and Their Properties. Int. J. Comput. Vis. 55 (2-3) (2003)
Paul A. Yushkevich, P. Thomas Fletcher, Sarang C. Joshi, Andrew Thall, Stephen M. Pizer
Continuous medial representations for geometric object modeling in 2D and 3D. Image Vis. Comput. 21 (1) (2003)
Stephen M. Pizer, P. Thomas Fletcher, Sarang C. Joshi, Andrew Thall, James Z. Chen, Yonatan Fridman, Daniel S. Fritsch, A. Graham Gash, John M. Glotzer, Michael R. Jiroutek, Conglin Lu, Keith E. Muller, Gregg Tracton, Paul A. Yushkevich, Edward L. Chaney
Deformable M-Reps for 3D Medical Image Segmentation. Int. J. Comput. Vis. 55 (2-3) (2003)
Conglin Lu, Stephen M. Pizer, Sarang C. Joshi
A Markov Random Field Approach to Multi-scale Shape Analysis. Scale-Space (2003)
P. Thomas Fletcher, Stephen M. Pizer, A. Graham Gash, Sarang C. Joshi
Deformable m-rep segmentation of object complexes. ISBI (2002)
Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Paul A. Yushkevich, Andrew Thall, J. S. Marron
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions. IEEE Trans. Medical Imaging 21 (5) (2002)
Jacob D. Furst, Stephen M. Pizer
Optimal Parameter Height Ridges. J. Vis. Commun. Image Represent. 13 (1-2) (2002)
James Z. Chen, Stephen M. Pizer, Edward L. Chaney, Sarang C. Joshi
Medical Image Synthesis via Monte Carlo Simulation. MICCAI (1) (2002)
Stephen M. Pizer, Sarang C. Joshi, P. Thomas Fletcher, Martin Styner, Gregg Tracton, James Z. Chen
Segmentation of Single-Figure Objects by Deformable M-reps. MICCAI (2001)
Jacob D. Furst, Stephen M. Pizer
Marching ridges. SIP (2001)
Paul A. Yushkevich, Stephen M. Pizer, Sarang C. Joshi, J. S. Marron
Intuitive, Localized Analysis of Shape Variability. IPMI (2001)
Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Andrew Thall, Gregg Tracton
Multi-scale 3-D Deformable Model Segmentation Based on Medial Description. IPMI (2001)
George D. Stetten, Stephen M. Pizer
Medial-Guided Fuzzy Segmentation. MICCAI (2000)
George D. Stetten, Stephen M. Pizer
Automated Identification and Measurement of Objects via Populations of Medial Primitives, with Application to Real Time 3D Echocardiography. IPMI (1999)
George D. Stetten, Stephen M. Pizer
Medical Node Models to Identify and Measure Objects in Real-Time 3D Echocardiography. IEEE Trans. Medical Imaging 18 (10) (1999)
Stephen M. Pizer, Daniel S. Fritsch, Paul A. Yushkevich, Valen E. Johnson, Edward L. Chaney
Segmentation, Registration and Measurement of Shape Variation via Image Object Shape. IEEE Trans. Medical Imaging 18 (10) (1999)
Elizabeth Bullitt, Stephen R. Aylward, Alan Liu, Jeffrey Stone, Suresh K. Mukherji, Chris Coffey, Guido Gerig, Stephen M. Pizer
3D Graph Description of the Intracerebral Vasculature from Segmented MRA and Tests of Accuracy by Comparison with X-ray Angiograms. IPMI (1999)
Alan Liu, Elizabeth Bullitt, Stephen M. Pizer
3D/2D Registration via Skeletal Near Projective Invariance in Tubular Objects. MICCAI (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stephen M. Pizer