Dana Cobzas

Orcid: 0000-0003-1318-4868

According to our database1, Dana Cobzas authored at least 55 papers between 2001 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Graph Variational Autoencoder with Contrastive Learning.
CoRR, 2024

2023
Explaining Anatomical Shape Variability: Supervised Disentangling with A Variational Graph Autoencoder.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2021
Hippocampus Segmentation On High Resolution Diffusion MRI.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019
On the Applicability of Registration Uncertainty.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
Significant Anatomy Detection Through Sparse Classification: A Comparative Study.
IEEE Trans. Medical Imaging, 2018

On the Ambiguity of Registration Uncertainty.
CoRR, 2018

End-to-end detection-segmentation network with ROI convolution.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Segmentation-by-detection: A cascade network for volumetric medical image segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Misdirected Registration Uncertainty.
CoRR, 2017

An Unbiased Penalty for Sparse Classification with Application to Neuroimaging Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A Deep Level Set Method for Image Segmentation.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Toward automatic diagnosis of hip dysplasia from 2D ultrasound.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Body Composition Assessment in Axial CT Images Using FEM-Based Automatic Segmentation of Skeletal Muscle.
IEEE Trans. Medical Imaging, 2016

Reinterpreting the Transformation Posterior in Probabilistic Image Registration.
CoRR, 2016

2014
Stacked Multiscale Feature Learning for Domain Independent Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

2013
A Variational Formulation for Discrete Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

FEM-based automatic segmentation of muscle and fat tissues from thoracic CT images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A FEM deformable mesh for active region segmentation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Tumor invasion margin on the Riemannian space of brain fibers.
Medical Image Anal., 2012

3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set.
Int. J. Comput. Assist. Radiol. Surg., 2012

2011
Random Walks for Deformable Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Basis constrained 3D scene flow on a dynamic proxy.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Predictive display for mobile manipulators in unknown environments using online vision-based monocular modeling and localization.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Stability effects of finite difference methods on a mathematical tumor growth model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Fast FEM-Based Non-Rigid Registration.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

View Dependent Texturing Using a Linear Basis.
Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

Wavelet-Based Inverse Light and Reflectance from Images of a Known Object.
Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

2009
3D SSD tracking with estimated 3D planes.
Image Vis. Comput., 2009

An interactive graph cut method for brain tumor segmentation.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

3D variational brain tumor segmentation on a clustered feature set.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Automated segmentation of muscle and adipose tissue on CT images for human body composition analysis.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Tracking human joint motion for turntable-based static model reconstruction.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Increased discrimination in level set methods with embedded conditional random fields.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Realtime Visualization of Monocular Data for 3D Reconstruction.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007
3D Variational Brain Tumor Segmentation using a High Dimensional Feature Set.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Wavelet-based Light Reconstruction from a Single Image.
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007

2006
Variational Shape and Reflectance Estimation Under Changing Light and Viewpoints.
Proceedings of the Computer Vision, 2006

Robust SSD tracking with incremental 3D structure estimation.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Object Centered Stereo: Displacement Map Estimation Using Texture and Shading.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
A Panoramic Model for Remote Robot Environment Mapping and Predictive Display.
Int. J. Robotics Autom., 2005

Tracking and Predictive Display for a Remote Operated Robot using Uncalibrated Video.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

3D SSD Tracking with Estimated 3D Planes.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

2004
3D SSD Tracking from Uncalibrated Video.
Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

A Quick and Automatic Image Based Modeling and Rendering System.
Proceedings of the 25th Annual Conference of the European Association for Computer Graphics, 2004

Modulating View-dependent Textures.
Proceedings of the 25th Annual Conference of the European Association for Computer Graphics, 2004

2003
Editing Real World Scenes: Augmented Reality with Image-based Rendering.
Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

Recent Methods for Image-Based Modeling and Rendering.
Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

A Comparison of Viewing Geometries for Augmented Reality.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Predictive display models for tele-manipulation from uncalibrated camera-capture of scene geometry and appearance.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Image-based localization with depth-enhanced image map.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

2002
Dynamic Textures for Image-based Rendering of Fine-Scale 3D Structure and Animation of Non-rigid Motion.
Comput. Graph. Forum, 2002

A Comparative Analysis of Geometric and Image-Based Volumetric and Intensity Data Registration Algorithms.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Tracking and Rendering Using Dynamic Textures on Geometric Structure from Motion.
Proceedings of the Computer Vision, 2002

2001
Cylindrical panoramic image-based model for robot localization.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

Planar Patch Extraction with Noisy Depth Data.
Proceedings of the 3rd International Conference on 3D Digital Imaging and Modeling (3DIM 2001), 28 May, 2001


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