Stephen M. Pizer

Orcid: 0000-0002-4250-6531

According to our database1, Stephen M. Pizer authored at least 151 papers between 1966 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos.
CoRR, 2024

2023
Geometric and Statistical Models for Analysis of Two-Object Complexes.
Int. J. Comput. Vis., August, 2023

Analysis of Joint Shape Variation from Multi-Object Complexes.
J. Math. Imaging Vis., June, 2023

SlicerSALT: From Medical Images to Quantitative Insights of Anatomy.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Landmark Based Bronchoscope Localization for Needle Insertion Under Respiratory Deformation.
IROS, 2023

A Surface-Normal Based Neural Framework for Colonoscopy Reconstruction.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Skeletons, Object Shape, Statistics.
Frontiers Comput. Sci., 2022

2021
RNNSLAM: Reconstructing the 3D colon to visualize missing regions during a colonoscopy.
Medical Image Anal., 2021

Fitting unbranching skeletal structures to objects.
Medical Image Anal., 2021

ColDE: A Depth Estimation Framework for Colonoscopy Reconstruction.
CoRR, 2021

Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes.
CoRR, 2021

Colon10k: A Benchmark For Place Recognition In Colonoscopy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Lighting Enhancement Aids Reconstruction of Colonoscopic Surfaces.
Proceedings of the Information Processing in Medical Imaging, 2021

2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth.
CoRR, 2019

Real-Time 3D Reconstruction of Colonoscopic Surfaces for Determining Missing Regions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Recurrent Neural Network for (Un-)Supervised Learning of Monocular Video Visual Odometry and Depth.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Skeletal Shape Correspondence Through Entropy.
IEEE Trans. Medical Imaging, 2018

Deforming generalized cylinders without self-intersection by means of a parametric center curve.
Comput. Vis. Media, 2018

Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video.
CoRR, 2018

Skeleton-based Generalized Cylinder Deformation under the Relative Curvature Condition.
Proceedings of the 26th Pacific Conference on Computer Graphics and Applications, 2018

Features for the Detection of Flat Polyps in Colonoscopy Video.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018


Non-Euclidean, convolutional learning on cortical brain surfaces.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

A segmentation editing framework based on shape change statistics.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Orthotropic Thin Shell Elasticity Estimation for Surface Registration.
Proceedings of the Information Processing in Medical Imaging, 2017

2016
Non-Euclidean classification of medically imaged objects via s-reps.
Medical Image Anal., 2016

Non-linear Hypothesis Testing of Geometric Object Properties of Shapes Applied to Hippocampi.
J. Math. Imaging Vis., 2016

Entropy-based correspondence improvement of interpolated skeletal models.
Comput. Vis. Image Underst., 2016

The Endoscopogram: A 3D Model Reconstructed from Endoscopic Video Frames.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Fitting Skeletal Object Models Using Spherical Harmonics Based Template Warping.
IEEE Signal Process. Lett., 2015

Surface Registration in the Presence of Missing Patches and Topology Change.
Proceedings of the Medical Image Understanding and Analysis, 2015

Skeletal shape correspondence via entropy minimization.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen.
IEEE Trans. Medical Imaging, 2014

Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
2D/3D image registration using regression learning.
Comput. Vis. Image Underst., 2013

Local Regression Learning via Forest Classification for 2D/3D Deformable Registration.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Nested Sphere Statistics of Skeletal Models.
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013

2012
Real-Time 2D/3D Deformable Registration Using Metric Learning.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

2011
An Optimal Control Approach for Texture Metamorphosis.
Comput. Graph. Forum, 2011

2010
Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Model-based Solid Texture Synthesis for Anatomic Volume Illustration.
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2010

Shape-correlated deformation statistics for respiratory motion prediction in 4D lung.
Proceedings of the Medical Imaging 2010: Visualization, 2010

2009
A Shape-Navigated Image Deformation Model for 4D Lung Respiratory Motion Estimation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Automatic shape model building based on principal geodesic analysis bootstrapping.
Medical Image Anal., 2008

Conditional-mean initialization using neighboring objects in deformable model segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

A large-to-fine-scale shape prior for probabilistic segmentations using a deformable m-rep.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Rotational flows for interpolation between sampled surfaces.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Introduction.
Proceedings of the Medial Representations, 2008

Statistical Applications with Deformable M-Reps.
Proceedings of the Medial Representations, 2008

Synthesis, Deformation, and Statistics of 3D Objects via M-Reps.
Proceedings of the Medial Representations, 2008

2007
Automated Finite-Element Analysis for Deformable Registration of Prostate Images.
IEEE Trans. Medical Imaging, 2007

Statistical Multi-Object Shape Models.
Int. J. Comput. Vis., 2007

Signaling local non-credibility in an automatic segmentation pipeline.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Discrimination analysis using multi-object statistics of shape and pose.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Clustering on Local Appearance for Deformable Model Segmentation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Population-Based Fitting of Medial Shape Models with Correspondence Optimization.
Proceedings of the Information Processing in Medical Imaging, 2007

Regional Appearance in Deformable Model Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2007

Geometrically Proper Models in Statistical Training.
Proceedings of the Information Processing in Medical Imaging, 2007

Statistical Shape Analysis of Multi-Object Complexes.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Statistics of Pose and Shape in Multi-object Complexes Using Principal Geodesic Analysis.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Statistics of populations of images and its embedded objects: driving applications in neuroimaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A statistical appearance model based on intensity quantile histograms.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Interpolation in Discrete Single Figure Medial Objects.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Multi-figure Anatomical Objects for Shape Statistics.
Proceedings of the Information Processing in Medical Imaging, 2005

Estimating the Statistics of Multi-object Anatomic Geometry Using Inter-object Relationships.
Proceedings of the Deep Structure, 2005

Deep Structure of Images in Populations Via Geometric Models in Populations.
Proceedings of the Deep Structure, 2005

Histogram Statistics of Local Model-Relative Image Regions.
Proceedings of the Deep Structure, 2005

2004
Principal geodesic analysis for the study of nonlinear statistics of shape.
IEEE Trans. Medical Imaging, 2004

Extracting branching tubular object geometry via cores.
Medical Image Anal., 2004

Prostate Shape Modeling Based on Principal Geodesic Analysis Bootstrapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Clustering On Image Boundary Regions for Deformable Model Segmentation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Representing Multi-Figure Anatomical Objects.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
The Medical Image Display and Analysis Group at the University of North Carolina: Reminiscences and Philosophy.
IEEE Trans. Medical Imaging, 2003

Measuring Tortuosity of the Intracerebral Vasculature.
IEEE Trans. Medical Imaging, 2003

Multiscale medial shape-based analysis of image objects.
Proc. IEEE, 2003

Continuous medial representations for geometric object modeling in 2D and 3D.
Image Vis. Comput., 2003

Object models in multiscale intrinsic coordinates via m-reps.
Image Vis. Comput., 2003

Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability.
Int. J. Comput. Vis., 2003

Multiscale Medial Loci and Their Properties.
Int. J. Comput. Vis., 2003

Deformable M-Reps for 3D Medical Image Segmentation.
Int. J. Comput. Vis., 2003

Guest Editorial-Medial & Medical: A Good Match for Image Analysis.
Int. J. Comput. Vis., 2003

Untangling the Blum Medial Axis Transform.
Int. J. Comput. Vis., 2003

A Markov Random Field Approach to Multi-scale Shape Analysis.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Caudate Shape Discrimination in Schizophrenia Using Template-Free Non-parametric Tests.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Segmenting 3D Branching Tubular Structures Using Cores.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Medially Based Meshing with Finite Element Analysis of Prostate Deformation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Feature Selection for Shape-Based Classification of Biological Objects.
Proceedings of the Information Processing in Medical Imaging, 2003

Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2003

2002
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions.
IEEE Trans. Medical Imaging, 2002

Optimal Parameter Height Ridges.
J. Vis. Commun. Image Represent., 2002

Medical Image Synthesis via Monte Carlo Simulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Deformable m-rep segmentation of object complexes.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Marching ridges.
Proceedings of the Signal and Image Processing (SIP 2001), 2001

Segmentation of Single-Figure Objects by Deformable M-reps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Intuitive, Localized Analysis of Shape Variability.
Proceedings of the Information Processing in Medical Imaging, 2001

Multi-scale 3-D Deformable Model Segmentation Based on Medial Description.
Proceedings of the Information Processing in Medical Imaging, 2001

2000
Medial-Guided Fuzzy Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

1999
Medical Node Models to Identify and Measure Objects in Real-Time 3D Echocardiography.
IEEE Trans. Medical Imaging, 1999

Segmentation, Registration and Measurement of Shape Variation via Image Object Shape.
IEEE Trans. Medical Imaging, 1999

Automated Identification and Measurement of Objects via Populations of Medial Primitives, with Application to Real Time 3D Echocardiography.
Proceedings of the Information Processing in Medical Imaging, 1999

3D Graph Description of the Intracerebral Vasculature from Segmented MRA and Tests of Accuracy by Comparison with X-ray Angiograms.
Proceedings of the Information Processing in Medical Imaging, 1999

1998
Contrast Limited Adaptive Histogram Equalization image processing to improve the detection of simulated spiculations in dense mammograms.
J. Digit. Imaging, 1998

Zoom-Invariant Vision of Figural Shape: The Mathematics of Cores.
Comput. Vis. Image Underst., 1998

Zoom-Invariant Vision of Figural Shape: Effects on Cores of Image Disturbances.
Comput. Vis. Image Underst., 1998

3D/2D Registration via Skeletal Near Projective Invariance in Tubular Objects.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Marching Optimal-Parameter Ridges: An Algorithm to Extract Shape Loci in 3D Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

1997
Conveying the 3D Shape of Smoothly Curving Transparent Surfaces via Texture.
IEEE Trans. Vis. Comput. Graph., 1997

The effect of intensity windowing on the detection of simulated masses embedded in dense portions of digitized mammograms in a laboratory setting.
J. Digit. Imaging, 1997

Does intensity windowing improve the detection of simulated calcifications in dense mammograms?
J. Digit. Imaging, 1997

Image Loci are Ridges in Geometric Spaces.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

Segmentation of Medical Image Objects Using Deformable Shape Loci.
Proceedings of the Information Processing in Medical Imaging, 1997

Reconstruction of the Intracerebral Vasculature from MRA and a Pair of Projection Views.
Proceedings of the Information Processing in Medical Imaging, 1997

Continuous Gaussian Mixture Modeling.
Proceedings of the Information Processing in Medical Imaging, 1997

Surgical instrument guidance using synthesized anatomical structures.
Proceedings of the CVRMed-MRCAS'97, 1997

1996
Illustrating Transparent Surfaces with Curvature-Directed Strokes.
Proceedings of the 7th IEEE Visualization Conference, 1996

Scale-Space Boundary Evolution Initialized by Cores.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

Towards Performing Ultrasound-Guided Needle Biopsies from within a Head-Mounted Display.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

1995
Image Relaxation: Restoration and Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Enhancing Transparent Skin Surfaces with Ridge and Valley Lines.
Proceedings of the 6th IEEE Visualization Conference, 1995

1994
The multiscale medial axis and its applications in image registration.
Pattern Recognit. Lett., 1994

Object shape before boundary shape: Scale-space medial axes.
J. Math. Imaging Vis., 1994

Ridges for image analysis.
J. Math. Imaging Vis., 1994

A method for determination of optimal image enhancement for the detection of mammographic abnormalities.
J. Digit. Imaging, 1994

MuItiscale medial analysis of medical images.
Image Vis. Comput., 1994

Multiscale geometric image analysis: diffusion and cores and variable conductance diffusion and object calculation.
Proceedings of the Visualization in Biomedical Computing 1994, 1994

Volume registration using the 3D core.
Proceedings of the Visualization in Biomedical Computing 1994, 1994

1993
The Intensity Axis of Symmetry and Its Application to Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Multiresolution Analysis of Ridges and Valleys in Grey-Scale Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Structure-sensitive adaptive contrast enhancement methods and their evaluation.
Image Vis. Comput., 1993

Multiscale Medial Analysis of Medical Images.
Proceedings of the Information Processing in Medical Imaging, 1993

1992
Direct visualization of volume data.
IEEE Computer Graphics and Applications, 1992

Evaluation and optimization of contrast enhancement methods for medical images.
Proceedings of the Visualization in Biomedical Computing '92, 1992

1991
Achieving Direct Volume Visualization with Interactive Semantic Region Selection.
Proceedings of the 2nd IEEE Visualization Conference, 1991

Boundary Estimation in Ultrasound Images.
Proceedings of the Information Processing in Medical Imaging, 1991

Edge-Affected Context for Adaptive Contrast Enhancement.
Proceedings of the Information Processing in Medical Imaging, 1991

1990
A Multiresolution Hierarchical Approach to Image Segmentation Based on Intensity Extrema.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

MAHEM: a multiprocessor engine for fast contrast-limited adaptive histogram equalization.
Proceedings of the Medical Imaging IV: Image Processing, 1990

1989
Interactive Visualization of 3D Medical Data.
Computer, 1989

Multiscale, Geometric Image Descriptions for Interactive Object Definition.
Proceedings of the Mustererkennung 1989, 1989

1988
Image Description Via The Multiresolution Intensity Axis Of Symmetry.
Proceedings of the Second International Conference on Computer Vision, 1988

1987
Hierarchical Shape Description Via the Multiresolution Symmetric Axis Transform.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Issues from the 1986 workshop on interactive 3D graphics (panel).
Proceedings of the SIGCHI/GI Conference on Human Factors in Computing Systems and Graphics Interface, 1987

1986
The virtual simulator.
Proceedings of the 1986 workshop on Interactive 3D graphics, 1986

1985
Three-Dimensional Shape Description Using the Symmetric Axis Transform I: Theory.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

1983
Performance Features for a PACS Display Console.
Computer, 1983

1980
Applications of root finding methods for discrete rational Chebyshev approximation.
Proceedings of the 18th Annual Southeast Regional Conference, 1980

1973
Review of Graphic Languages (1972).
Comput. Graph. Image Process., 1973

1971
Time Shared Clinical Radioisotopic Scan Collection, Processing and Retrieval.
Proceedings of the Information Processing, Proceedings of IFIP Congress 1971, Volume 2, 1971

1966
Simulation of radioisotope scans by computer.
Commun. ACM, 1966


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