Shireen Y. Elhabian
Orcid: 0000-0002-7394-557X
According to our database1,
Shireen Y. Elhabian
authored at least 98 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
Medical Image Anal., January, 2024
CoRR, 2024
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration.
CoRR, 2024
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images.
CoRR, 2024
2023
CoRR, 2023
CoRR, 2023
Unsupervised Domain Adaptation for Semantic Segmentation via Feature-space Density Matching.
CoRR, 2023
Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023
An NSF REU Site Based on Trust and Reproducibility of Intelligent Computation: Experience Report.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Image2SSM: Localization-aware Deep Learning Framework for Statistical Shape Modeling Directly from Images.
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Shape in Medical Imaging - International Workshop, 2023
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
To Pretrain or Not to Pretrain? A Case Study of Domain-Specific Pretraining for Semantic Segmentation in Histopathology.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023
Proceedings of the Shape in Medical Imaging - International Workshop, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Shape in Medical Imaging - International Workshop, 2023
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Benchmarking off-the-shelf statistical shape modeling tools in clinical applications.
Medical Image Anal., 2022
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model.
CoRR, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Computing in Cardiology, 2022
2021
Leveraging unsupervised image registration for discovery of landmark shape descriptor.
Medical Image Anal., 2021
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
IEEE Trans. Medical Imaging, 2020
CoRR, 2020
Benchmarking off-the-shelf statistical shape modeling tools in clinical applications.
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020
Proceedings of the Shape in Medical Imaging - International Workshop, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets.
CoRR, 2019
Medial axis segmentation of cranial nerves using shape statistics-aware discrete deformable models.
Int. J. Comput. Assist. Radiol. Surg., 2019
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Efficient Segmentation Pipeline Using Diffeomorphic Image Registration: A Validation Study.
Proceedings of the 46th Computing in Cardiology, 2019
Interatrial Septum and Appendage Ostium in Atrial Fibrillation Patients: A Population Study.
Proceedings of the 46th Computing in Cardiology, 2019
Does Alignment in Statistical Shape Modeling of Left Atrium Appendage Impact Stroke Prediction?
Proceedings of the 46th Computing in Cardiology, 2019
2018
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application.
Proceedings of the Shape in Medical Imaging, 2018
Proceedings of the Shape in Medical Imaging, 2018
Interactive Exploration of Left Atrium Population-Level Morphology in Atrial Fibrillation Patients.
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
2017
Medical Image Anal., 2017
Learning Deep Features for Automated Placement of Correspondence Points on Ensembles of Complex Shapes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
From Label Maps to Generative Shape Models: A Variational Bayesian Learning Approach.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Comput. Vis. Image Underst., 2016
Towards a Statistical Shape-Aware Deformable Contour Model for Cranial Nerve Identification.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2016
Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Helmholtz HSH-Based Basis: A Compact Phenomenological Representation of Arbitrary Reflectance.
Informatica, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
IET Comput. Vis., 2014
Image irradiance harmonics: a phenomenological model of image irradiance of arbitrary surface reflectance.
IET Comput. Vis., 2014
Shape-from-shading using sensor and physical object characteristics applied to human teeth surface reconstruction.
IET Comput. Vis., 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Towards efficient image irradiance modelling of convex Lambertian surfaces under single viewpoint and frontal illumination.
IET Comput. Vis., 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Model-Based Human Teeth Shape Recovery from a Single Optical Image with Unknown Illumination.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012
Modeling image irradiance under natural illumination and isotropic surface reflectance.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Occlusal surface reconstruction of human teeth from a single image based on object and sensor physical characteristics.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Fully automated 3D colon segmentation for early detection of colorectal cancer based on convex formulation of the active contour model.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
A passive stereo system for 3D human face reconstruction and recognition at a distance.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Non-Lambertian Model-based Facial Shape Recovery from Single Image Under Unknown General Illumination.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
2011
Solving Geometric Co-registration Problem of Multi-spectral Remote Sensing Imagery Using SIFT-Based Features toward Precise Change Detection.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011
On the use of hemispherical harmonics for modeling images of objects under unknown distant illumination.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Towards accurate and efficient representation of image irradiance of convex-Lambertian objects under unknown near lighting.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Modeling Lambertian Surfaces Under Unknown Distant Illumination Using Hemispherical Harmonics.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011
Towards Efficient and Compact Phenomenological Representation of Arbitrary Bidirectional Surface Reflectance.
Proceedings of the British Machine Vision Conference, 2011
2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Face Recognition at-a-Distance Using Texture, Dense- and Sparse-Stereo Reconstruction.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
3D face recovery from intensities of general and unknown lighting using Partial Least Squares.
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010
2009
A Framework for Long Distance Face Recognition Using Dense - and Sparse-Stereo Reconstruction.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008