Dana Cobzas

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Jakaria Rabbi, Johannes Kiechle, Christian Beaulieu, Nilanjan Ray, Dana Cobzas

CoRR, 2024

2023

Explaining Anatomical Shape Variability: Supervised Disentangling with A Variational Graph Autoencoder.

Johannes Kiechle, Dylan Miller, Jordan Slessor, Matthew Pietrosanu, Linglong Kong, Christian Beaulieu, Dana Cobzas

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2021

Hippocampus Segmentation On High Resolution Diffusion MRI.

Cory Efird, Samuel Neumann, Kevin G. Solar, Christian Beaulieu, Dana Cobzas

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019

On the Applicability of Registration Uncertainty.

Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III, Sarah F. Frisken

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Significant Anatomy Detection Through Sparse Classification: A Comparative Study.

Li Zhang, Dana Cobzas, Alan H. Wilman, Linglong Kong

IEEE Trans. Medical Imaging, 2018

On the Ambiguity of Registration Uncertainty.

Jie Luo, Sarah F. Frisken, Karteek Popuri, Dana Cobzas, Frank Preiswerk, Matthew Toews, Miaomiao Zhang, Hongyi Ding, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III

CoRR, 2018

End-to-end detection-segmentation network with ROI convolution.

Zichen Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jägersand, Jacob L. Jaremko

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Segmentation-by-detection: A cascade network for volumetric medical image segmentation.

Min Tang, Zichen Zhang, Dana Cobzas, Martin Jägersand, Jacob L. Jaremko

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Misdirected Registration Uncertainty.

Jie Luo, Karteek Popuri, Dana Cobzas, Hongyi Ding, William M. Wells III, Masashi Sugiyama

CoRR, 2017

An Unbiased Penalty for Sparse Classification with Application to Neuroimaging Data.

Li Zhang, Dana Cobzas, Alan H. Wilman, Linglong Kong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A Deep Level Set Method for Image Segmentation.

Min Tang, Sepehr Valipour, Zichen Zhang, Dana Cobzas, Martin Jägersand

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.

Abhilash Rakkunedeth Hareendranathan, Dornoosh Zonoobi, Myles Mabee, Dana Cobzas, Kumaradevan Punithakumar, Michelle Noga, Jacob L. Jaremko

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.

Karteek Popuri, Dana Cobzas, Nina Esfandiari, Vickie E. Baracos, Martin Jägersand

IEEE Trans. Medical Imaging, 2016

Reinterpreting the Transformation Posterior in Probabilistic Image Registration.

Jie Luo, Karteek Popuri, Dana Cobzas, Hongyi Ding, Masashi Sugiyama

CoRR, 2016

2014

Stacked Multiscale Feature Learning for Domain Independent Medical Image Segmentation.

Ryan Kiros, Karteek Popuri, Dana Cobzas, Martin Jägersand

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

2013

A Variational Formulation for Discrete Registration.

Karteek Popuri, Dana Cobzas, Martin Jägersand

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.

Karteek Popuri, Dana Cobzas, Martin Jägersand, Nina Esfandiari, Vickie E. Baracos

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A FEM deformable mesh for active region segmentation.

Karteek Popuri, Dana Cobzas, Martin Jägersand

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.

Parisa Mosayebi, Dana Cobzas, Albert Murtha, Martin Jägersand

Medical Image Anal., 2012

3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set.

Karteek Popuri, Dana Cobzas, Albert Murtha, Martin Jägersand

Int. J. Comput. Assist. Radiol. Surg., 2012

2011

Random Walks for Deformable Image Registration.

Dana Cobzas, Abhishek Sen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Basis constrained 3D scene flow on a dynamic proxy.

Neil Birkbeck, Dana Cobzas, Martin Jägersand

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.

David Lovi, Neil Birkbeck, Alejandro Hernandez Herdocia, Adam Rachmielowski, Martin Jägersand, Dana Cobzas

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.

Parisa Mosayebi, Dana Cobzas, Martin Jägersand, Albert Murtha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Fast FEM-Based Non-Rigid Registration.

Karteek Popuri, Dana Cobzas, Martin Jägersand

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

View Dependent Texturing Using a Linear Basis.

Martin Jägersand, Neil Birkbeck, Dana Cobzas

Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

Wavelet-Based Inverse Light and Reflectance from Images of a Known Object.

Dana Cobzas, Cameron Upright, Martin Jägersand

Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

2009

3D SSD tracking with estimated 3D planes.

Dana Cobzas, Martin Jägersand, Peter F. Sturm

Image Vis. Comput., 2009

An interactive graph cut method for brain tumor segmentation.

Neil Birkbeck, Dana Cobzas, Martin Jägersand, Albert Murtha, Tibor Kesztyues

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

3D variational brain tumor segmentation on a clustered feature set.

Karteek Popuri, Dana Cobzas, Martin Jägersand, Sirish L. Shah, Albert Murtha

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Automated segmentation of muscle and adipose tissue on CT images for human body composition analysis.

Howard Chung, Dana Cobzas, Laura Birdsell, Jessica Lieffers, Vickie E. Baracos

Proceedings of the Medical Imaging 2009: Visualization, 2009

Tracking human joint motion for turntable-based static model reconstruction.

Neil Birkbeck, Dana Cobzas, Martin Jägersand

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Increased discrimination in level set methods with embedded conditional random fields.

Dana Cobzas, Mark Schmidt

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.

Adam Rachmielowski, Neil Birkbeck, Martin Jägersand, Dana Cobzas

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007

3D Variational Brain Tumor Segmentation using a High Dimensional Feature Set.

Dana Cobzas, Neil Birkbeck, Mark Schmidt, Martin Jägersand, Albert Murtha

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Wavelet-based Light Reconstruction from a Single Image.

Cameron Upright, Dana Cobzas, Martin Jägersand

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.

Neil Birkbeck, Dana Cobzas, Peter F. Sturm, Martin Jägersand

Proceedings of the Computer Vision, 2006

Robust SSD tracking with incremental 3D structure estimation.

Adam Rachmielowski, Dana Cobzas, Martin Jägersand

Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Object Centered Stereo: Displacement Map Estimation Using Texture and Shading.

Neil Birkbeck, Dana Cobzas, Martin Jägersand

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005

A Panoramic Model for Remote Robot Environment Mapping and Predictive Display.

Dana Cobzas, Martin Jägersand, Hong Zhang

Int. J. Robotics Autom., 2005

Tracking and Predictive Display for a Remote Operated Robot using Uncalibrated Video.

Dana Cobzas, Martin Jägersand

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

3D SSD Tracking with Estimated 3D Planes.

Dana Cobzas, Peter F. Sturm

Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

2004

3D SSD Tracking from Uncalibrated Video.

Dana Cobzas, Martin Jägersand

Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

A Quick and Automatic Image Based Modeling and Rendering System.

Keith Yerex, Neil Birkbeck, Dana Cobzas, Martin Jägersand

Proceedings of the 25th Annual Conference of the European Association for Computer Graphics, 2004

Modulating View-dependent Textures.

Martin Jägersand, Dana Cobzas, Keith Yerex

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.

Dana Cobzas, Martin Jägersand, Keith Yerex

Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

Recent Methods for Image-Based Modeling and Rendering.

Darius Burschka, Gregory D. Hager, Zachary Dodds, Martin Jägersand, Dana Cobzas, Keith Yerex

Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

A Comparison of Viewing Geometries for Augmented Reality.

Dana Cobzas, Martin Jägersand

Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Predictive display models for tele-manipulation from uncalibrated camera-capture of scene geometry and appearance.

Keith Yerex, Dana Cobzas, Martin Jägersand

Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Image-based localization with depth-enhanced image map.

Dana Cobzas, Hong Zhang, Martin Jägersand

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.

Dana Cobzas, Keith Yerex, Martin Jägersand

Comput. Graph. Forum, 2002

A Comparative Analysis of Geometric and Image-Based Volumetric and Intensity Data Registration Algorithms.

Dana Cobzas, Hong Zhang, Martin Jägersand

Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Tracking and Rendering Using Dynamic Textures on Geometric Structure from Motion.

Dana Cobzas, Martin Jägersand

Proceedings of the Computer Vision, 2002

2001

Cylindrical panoramic image-based model for robot localization.

Dana Cobzas, Hong Zhang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

Planar Patch Extraction with Noisy Depth Data.

Dana Cobzas, Hong Zhang

Proceedings of the 3rd International Conference on 3D Digital Imaging and Modeling (3DIM 2001), 28 May, 2001