Baba C. Vemuri

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications.

[BibT_eX]

[DOI]

CoRR, 2023

Horocycle Decision Boundaries for Large Margin Classification in Hyperbolic Space.

[BibT_eX]

[DOI]

Xiran Fan

CoRR, 2023

Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space.

[BibT_eX]

[DOI]

Xiran Fan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images.

[BibT_eX]

[DOI]

Jose J. Bouza

Proceedings of the Information Processing in Medical Imaging, 2023

2022

ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design.

[BibT_eX]

[DOI]

Xiran Fan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Nested Grassmanns for Dimensionality Reduction with Applications to Shape Analysis.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2021

A Higher Order Manifold-Valued Convolutional Neural Network with Applications to Diffusion MRI Processing.

[BibT_eX]

[DOI]

Jose J. Bouza

Proceedings of the Information Processing in Medical Imaging, 2021

2020

Nested Grassmanns for Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, 2020

MVC-Net: A Convolutional Neural Network Architecture for Manifold-Valued Images With Applications.

[BibT_eX]

[DOI]

Jose J. Bouza

CoRR, 2020

2019

A geometric framework for ensemble average propagator reconstruction from diffusion MRI.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Exploiting structural redundancy in q-space for improved EAP reconstruction from highly undersampled (k, q)-space in DMRI.

[BibT_eX]

[DOI]

Jiaqi Sun

Alireza Entezari

Medical Image Anal., 2019

DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification.

[BibT_eX]

[DOI]

Derek B. Archer

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices with Applications to Neuroimaging.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2019

A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2019

2018

Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

ManifoldNet: A Deep Network Framework for Manifold-valued Data.

[BibT_eX]

[DOI]

CoRR, 2018

Statistical Recurrent Models on Manifold valued Data.

[BibT_eX]

[DOI]

Vikas Singh

CoRR, 2018

H-CNNs: Convolutional Neural Networks for Riemannian Homogeneous Spaces.

[BibT_eX]

[DOI]

CoRR, 2018

Dictionary Learning and Sparse Coding on Statistical Manifolds.

[BibT_eX]

[DOI]

CoRR, 2018

A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices.

[BibT_eX]

[DOI]

Vikas Singh

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Mixture Model for Aggregation of Multiple Pre-Trained Weak Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Statistics on the (compact) Stiefel manifold: Theory and Applications.

[BibT_eX]

[DOI]

CoRR, 2017

Statistics on the space of trajectories for longitudinal data analysis.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Robust Fréchet Mean and PGA on Riemannian Manifolds with Applications to Neuroimaging.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2017

Statistical analysis of longitudinal data and applications to neuro-imaging.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A Geometric Framework for Statistical Analysis of Trajectories with Distinct Temporal Spans.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Sparse Exact PGA on Riemannian Manifolds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning.

[BibT_eX]

[DOI]

Søren Hauberg

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Covariant Image Representation with Applications to Classification Problems in Medical Imaging.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Supervised learning for brain MR segmentation via fusion of partially labeled multiple atlases.

[BibT_eX]

[DOI]

Yan Deng

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Nonlinear Regression Technique for Manifold Valued Data with Applications to Medical Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Tractography From HARDI Using an Intrinsic Unscented Kalman Filter.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis.

[BibT_eX]

[DOI]

Edward Ofori

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Leveraging EAP-Sparsity for Compressed Sensing of MS-HARDI in (k, q)-Space.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2015

Manifold-valued Dirichlet Processes.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Interpolation on the Manifold of K Component GMMs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Recursive Fréchet Mean Computation on the Grassmannian and Its Applications to Computer Vision.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

iPGA: Incremental Principal Geodesic Analysis with Applications to Movement Disorder Classification.

[BibT_eX]

[DOI]

Hesamoddin Salehian

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Canonical Correlation Analysis on Riemannian Manifolds and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Riemannian Framework for Matching Point Clouds Represented by the Schrödinger Distance Transform.

[BibT_eX]

[DOI]

Yan Deng

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Multiple Atlas Construction From A Heterogeneous Brain MR Image Collection.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

A Novel Dynamic System in the Space of SPD Matrices with Applications to Appearance Tracking.

[BibT_eX]

[DOI]

Guang Cheng

SIAM J. Imaging Sci., 2013

A robust variational approach for simultaneous smoothing and estimation of DTI.

[BibT_eX]

[DOI]

Rachid Deriche

NeuroImage, 2013

Special Section in Celebration of Professor J.K. Aggarwal.

[BibT_eX]

[DOI]

Rama Chellappa

Comput. Vis. Image Underst., 2013

Bhattacharyya median of symmetric positive-definite matrices and application to the denoising of diffusion-tensor fields.

[BibT_eX]

[DOI]

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

Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2013

On A Nonlinear Generalization of Sparse Coding and Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

Recursive Estimation of the Stein Center of SPD Matrices and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Using the Bhattacharyya Mean for the Filtering and Clustering of Positive-Definite Matrices.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - First International Conference, 2013

Computing Diffeomorphic Paths for Large Motion Interpolation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012

An Efficient Interlaced Multi-Shell Sampling Scheme for Reconstruction of Diffusion Propagators.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Approximating Symmetric Positive Semidefinite Tensors of Even Order.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2012

Shape Retrieval Using Hierarchical Total Bregman Soft Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Trainable Convolution Filters and Their Application to Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Construction of a neuroanatomical shape complex atlas from 3D MRI brain structures.

[BibT_eX]

[DOI]

NeuroImage, 2012

An over-complete dictionary based regularized reconstruction of a field of ensemble average propagators.

[BibT_eX]

[DOI]

Wenxing Ye

Alireza Entezari

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Unsupervised automatic white matter fiber clustering using a Gaussian mixture model.

[BibT_eX]

[DOI]

Rachid Deriche

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A novel intrinsic unscented Kalman filter for tractography from HARDI.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Jensen divergence based SPD matrix means and applications.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Robust and Efficient Doubly Regularized Metric Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Efficient Recursive Algorithms for Computing the Mean Diffusion Tensor and Applications to DTI Segmentation.

[BibT_eX]

[DOI]

Guang Cheng

Hesamoddin Salehian

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Total Bregman Divergence and Its Applications to DTI Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Non-Lambertian Reflectance Modeling and Shape Recovery of Faces Using Tensor Splines.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Robust Point Set Registration Using Gaussian Mixture Models.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

A Quaternion Framework for Color Image Smoothing and Segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2011

Mixture of Segmenters with Discriminative Spatial Regularization and Sparse Weight Selection.

[BibT_eX]

[DOI]

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

Box spline based 3D tomographic reconstruction of diffusion propagators from MRI data.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

RBoost: Riemannian distance based regularized Boosting.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Atlas construction from high angular resolution diffusion imaging data represented by Gaussian Mixture fields.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Nonnegative Factorization of Diffusion Tensor Images and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Maximizing all margins: Pushing face recognition with Kernel Plurality.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Robust and efficient regularized boosting using total Bregman divergence.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Anisotropic Alpha-Kernels and Associated Flows.

[BibT_eX]

[DOI]

Micha Feigin

Nir A. Sochen

SIAM J. Imaging Sci., 2010

Group-Wise Point-Set Registration Using a Novel CDF-Based Havrda-Charvát Divergence.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

Statistical Analysis of Tensor Fields.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Construction of Neuroanatomical Shape Complex Atlas from 3D Brain MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Tomographic reconstruction of diffusion propagators from DW-MRI using optimal sampling lattices.

[BibT_eX]

[DOI]

Wenxing Ye

Alireza Entezari

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

CAVIAR: classification via aggregated regression and its application in classifying oasis brain database.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A unified framework for estimating diffusion tensors of any order with symmetric positive-definite constraints.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Eigenbubbles: An Enhanced Apparent BRDF Representation.

[BibT_eX]

[DOI]

Ritwik Kumar

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Image atlas construction via intrinsic averaging on the manifold of images.

[BibT_eX]

[DOI]

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

Total Bregman divergence and its applications to shape retrieval.

[BibT_eX]

[DOI]

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

2009

Regularized positive-definite fourth order tensor field estimation from DW-MRI.

[BibT_eX]

[DOI]

NeuroImage, 2009

Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration.

[BibT_eX]

[DOI]

Tanveer Fathima Syeda-Mahmood

David Beymer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Non-rigid Registration of High Angular Resolution Diffusion Images Represented by Gaussian Mixture Fields.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Groupwise Registration and Atlas Construction of 4th-Order Tensor Fields Using the R + Riemannian Metric.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

A Physical Basis for Multi-Fiber Reconstruction from DW-MRI Data.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Generalized L2-Divergence and Its Application to Shape Alignment.

[BibT_eX]

[DOI]

Tanveer Fathima Syeda-Mahmood

Proceedings of the Information Processing in Medical Imaging, 2009

Multi-fiber Reconstruction from DW-MRI Using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions.

[BibT_eX]

[DOI]

Ritwik Kumar

Tanveer Fathima Syeda-Mahmood

Paul R. Carney

Thomas H. Mareci

Proceedings of the Information Processing in Medical Imaging, 2009

Adaptive Kernels for Multi-fiber Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2009

Complex diffusion on image graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Quaternion-Based Color Image Smoothing Using a Spatially Varying Kernel.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Color Image Segmentation in a Quaternion Framework.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Complex Diffusion on Scalar and Vector Valued Image Graphs.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Volterrafaces: Discriminant analysis using Volterra kernels.

[BibT_eX]

[DOI]

Ritwik Kumar

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Erratum to "A novel tensor distribution model for the diffusion-weighted MR signal" [NeuroImage 37 (2007) 164-176].

[BibT_eX]

[DOI]

NeuroImage, 2008

Extracting Tractosemas from a Displacement Probability Field for Tractography in DW-MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Fast displacement probability profile approximation from HARDI using 4th-order tensors.

[BibT_eX]

[DOI]

John R. Forder

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Information Theoretic Methods for Diffusion-Weighted MRI Analysis.

[BibT_eX]

[DOI]

Proceedings of the Emerging Trends in Visual Computing, 2008

Image segmentation via convolution of a level-set function with a Rigaut Kernel.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Multi-fiber reconstruction from DW-MRI using a continuous mixture of von Mises-Fisher distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Large margin pursuit for a Conic Section classifier.

[BibT_eX]

[DOI]

Santhosh Kodipaka

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Efficient anisotropic α-Kernels decompositions and flows.

[BibT_eX]

[DOI]

Micha Feigin

Nir A. Sochen

Alonso Ramirez-Manzanares

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Beyond the Lambertian assumption: A generative model for Apparent BRDF fields of faces using anti-symmetric tensor splines.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Diffusion Basis Functions Decomposition for Estimating White Matter Intravoxel Fiber Geometry.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

Simultaneous Registration and Parcellation of Bilateral Hippocampal Surface Pairs for Local Asymmetry Quantification.

[BibT_eX]

[DOI]

Nicholas A. Lord

IEEE Trans. Medical Imaging, 2007

A Unified Computational Framework for Deconvolution to Reconstruct Multiple Fibers From Diffusion Weighted MRI.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

Tensor Splines for Interpolation and Approximation of DT-MRI With Applications to Segmentation of Isolated Rat Hippocampi.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

A novel tensor distribution model for the diffusion-weighted MR signal.

[BibT_eX]

[DOI]

NeuroImage, 2007

Kernel Fisher discriminant for shape-based classification in epilepsy.

[BibT_eX]

[DOI]

Santhosh Kodipaka

I. Schmallfuss

Medical Image Anal., 2007

Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2007

A New Affine Registration Algorithm for Matching 2D Point Sets.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

A Geometric Variational Framework for Simultaneous Registration and Parcellation of Homologous Surfaces.

[BibT_eX]

[DOI]

Nicholas A. Lord

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Anisotropic alpha -Kernels and Associated Flows.

[BibT_eX]

[DOI]

Micha Feigin

Nir A. Sochen

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Registration of High Angular Resolution Diffusion MRI Images Using 4 th Order Tensors.

[BibT_eX]

[DOI]

John R. Forder

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A Continuous Mixture of Tensors Model for Diffusion-Weighted Mr Signal Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Exponential Tensors: A Framework for Efficient Higher-Order Dt-mri Computations.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Multi-fiber Reconstruction from Diffusion MRI Using Mixture of Wisharts and Sparse Deconvolution.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2007

Symmetric Positive 4th Order Tensors & Their Estimation from Diffusion Weighted MRI.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2007

Feature Preserving Image Smoothing Using a Continuous Mixture of Tensors.

[BibT_eX]

[DOI]

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

USSR: A Unified Framework for Simultaneous Smoothing, Segmentation, and Registration of Multiple Images.

[BibT_eX]

[DOI]

Nicholas A. Lord

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

Metric Learning Using Iwasawa Decomposition.

[BibT_eX]

[DOI]

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

2006

Resolution of complex tissue microarchitecture using the diffusion orientation transform (DOT).

[BibT_eX]

[DOI]

NeuroImage, 2006

A nonparametric reconstruction and its matrix implementation for the diffusion orientation transform (DOT).

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

von Mises-Fisher mixture model of the diffusion ODF.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Characterization of Anomalous Diffusion from MR Signal may be a New Probe to Tissue Microstructure.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Segmentation of High Angular Resolution Diffusion MRI Modeled as a Field of von Mises-Fisher Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Groupwise point pattern registration using a novel CDF-based Jensen-Shannon Divergence.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Robust Tensor Splines for Approximation of Diffusion Tensor MRI Data.

[BibT_eX]

[DOI]

John R. Forder

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

A Conic Section Classifier and its Application to Image Datasets.

[BibT_eX]

[DOI]

Santhosh Kodipaka

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Higher Rank Tensors in Diffusion MRI.

[BibT_eX]

[DOI]

Evren Özarslan

Thomas H. Mareci

Proceedings of the Visualization and Processing of Tensor Fields, 2006

2005

DTI segmentation using an information theoretic tensor dissimilarity measure.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2005

Simultaneous Registration and Segmentation of Anatomical Structures from Brain MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Fast Orientation Mapping from HARDI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Robust Nonrigid Multimodal Image Registration Using Local Frequency Maps.

[BibT_eX]

[DOI]

José L. Marroquín

Proceedings of the Information Processing in Medical Imaging, 2005

A Robust Algorithm for Point Set Registration Using Mixture of Gaussians.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Using the KL-Center for Efficient and Accurate Retrieval of Distributions Arising from Texture Images.

[BibT_eX]

[DOI]

Eric Spellman

Murali Rao

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Variational Principles for Diffusion Weighted MRI Restoration and Segmentation.

[BibT_eX]

[DOI]

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

Efficient Shape Indexing Using an Information Theoretic Representation.

[BibT_eX]

[DOI]

Eric Spellman

Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004

A constrained variational principle for direct estimation and smoothing of the diffusion tensor field from complex DWI.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2004

Cumulative Residual Entropy: A New Measure of Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2004

DT-MRI denoising and neuronal fiber tracking.

[BibT_eX]

[DOI]

Medical Image Anal., 2004

The MPM-MAP algorithm for motion segmentation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2004

Matching 3D Shapes Using 2D Conformal Representations.

[BibT_eX]

[DOI]

Xianfeng Gu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Statistical Analysis of a Nonlinear Estimator for ADC and Its Application to Optimizing Diffusion Weighting Factors.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Fiber Orientation Mapping Using Generalized Diffusion Tensor Imaging.

[BibT_eX]

[DOI]

Evren Özarslan

Thomas Mareci

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Recovery of Intra-voxel Structure from HARD DWI.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Image Registration with Applications to Medical Imaging.

[BibT_eX]

Proceedings of the ICVGIP 2004, 2004

Tensor Field Segmentation Using Region Based Active Contour Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

An Affine Invariant Tensor Dissimilarity Measure and Its Applications to Tensor-Valued Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Image registration via level-set motion: Applications to atlas-based segmentation.

[BibT_eX]

[DOI]

J. Ye

Y. Chen

Medical Image Anal., 2003

A New & Robust Information Theoretic Measure and Its Application to Image Alignment.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2003

A Constrained Variational Principle for Direct Estimation and Smoothing of the Diffusion Tensor Field from DWI.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2003

Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Diffusion Tensor MR Image Restoration.

[BibT_eX]

[DOI]

Yunmei Chen

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI.

[BibT_eX]

[DOI]

Antonio Fernández-Bouzas

IEEE Trans. Medical Imaging, 2002

Local Frequency Representations for Robust Multimodal Image Registration.

[BibT_eX]

[DOI]

José L. Marroquín

IEEE Trans. Medical Imaging, 2002

Efficient multi-modal image registration using local-frequency maps.

[BibT_eX]

[DOI]

Frank J. Bova

Mach. Vis. Appl., 2002

Real-Time DRR Generation Using Cylindrical Harmonics.

[BibT_eX]

[DOI]

Thomas E. Davis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Kernel Fisher for Shape Based Classification in Epilepsy.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Line Integral Convolution for Visualization of Fiber Tract Maps from DTI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Automatic fiber tractography from DTI and its validation.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

A geometric flow for white matter fibre tract reconstruction.

[BibT_eX]

[DOI]

Jennifer S. W. Campbell

Kaleem Siddiqi

G. Bruce Pike

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Registration Assisted Image Smoothing and Segmentation.

[BibT_eX]

[DOI]

Yunmei Chen

Proceedings of the Computer Vision, 2002

An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

2001

Deformable Pedal Curves and Surfaces: Hybrid Geometric Active Models for Shape Recovery.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2001

An Interactive Algorithm for Image Denoising and Segmentation.

[BibT_eX]

[DOI]

Marcos C. de Andrade

Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001

Fast Non-rigid Multimodal Image Registration Using Local Frequency Maps.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Robust Multimodal Image Registration Using Local Frequency Representations.

[BibT_eX]

[DOI]

José L. Marroquín

Proceedings of the Information Processing in Medical Imaging, 2001

2000

Dynamic Modeling of Butterfly Subdivision Surfaces.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2000

Snake Pedals: Compact and Versatile Geometric Models with Physics-Based Control.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2000

A novel FEM-based dynamic framework for subdivision surfaces.

[BibT_eX]

[DOI]

Comput. Aided Des., 2000

Multimodal image registration using local frequency.

[BibT_eX]

[DOI]

Jonathan Liu

Frank J. Bova

Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

The MPM-MAP Algorithm for Image Segmentatio.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Medical image analysis.

[BibT_eX]

[DOI]

James S. Duncan

Medical Image Anal., 1999

Efficient hybrid search for visual reconstruction problems.

[BibT_eX]

[DOI]

Image Vis. Comput., 1999

Variable-Bit-Lengthn Coding: An Effective Coding Method.

[BibT_eX]

[DOI]

Proceedings of the Visual Information and Information Systems, 1999

Efficient Algorithms for Lossless Compression of 2D/3D Images.

[BibT_eX]

[DOI]

F. Chen

Sartaj Sahni

Proceedings of the Visual Information and Information Systems, 1999

Hybrid Geometric Active Models for Shape Recovery in Medical Images.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 1999

1998

Dynamic Catmull-Clark Subdivision Surfaces.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 1998

Generalized Capacitance Matrix Theorems and Algorithm for Solving Linear Systems.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1998

An efficient motion estimator with application to medical image registration.

[BibT_eX]

[DOI]

Shuangying Huang

Sartaj Sahni

Cecile Mohr

Robin L. Gilmore

Jeffrey Fitzsimmons

Medical Image Anal., 1998

Fast numerical algorithms for fitting multiresolution hybrid shape models to brain MRI.

[BibT_eX]

[DOI]

Medical Image Anal., 1998

Reliable and Efficient Computation of Optical Flow.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 1998

Efficient and Accurate Collision Detection for Granular Flow Simulation.

[BibT_eX]

[DOI]

Graph. Model. Image Process., 1998

Fast Collision Detection Algorithms with Applications to Particle Flow.

[BibT_eX]

[DOI]

Y. Cao

Li Chen

Comput. Graph. Forum, 1998

A New Dynamic FEM-Based Subdivision Surface Model for Shape Recovery and Tracking in Medical Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Snake Pedals: Geometric Models with Physics-Based Control.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Shape Recovery Using Dynamic Subdivision Surfaces.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

A Coupled PDE Model of Nonlinear Diffusion for Image Smoothing and Segmentation.

[BibT_eX]

[DOI]

Li Wang

Yunmei Chen

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997

A Fast Gibbs Sampler for Synthesizing Constrained Fractals.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 1997

Physically Based Adaptive Preconditioning for Early Vision.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Dynamic smooth subdivision surfaces for data visualization.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE Visualization Conference, 1997

A Robust and Efficient Algorithm for Image Registration.

[BibT_eX]

[DOI]

Shuangying Huang

Sartaj Sahni

Proceedings of the Information Processing in Medical Imaging, 1997

1996

A fast level set based algorithm for topology-independent shape modeling.

[BibT_eX]

[DOI]

James A. Sethian

J. Math. Imaging Vis., 1996

A Fast Gibbs Sampler for Synthesizing Constrained Fractals.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Visualization Conference, 1996

Fast Algorithms for Fitting Multiresolution Hybrid Shape Models to Brain MRI.

[BibT_eX]

[DOI]

Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

1995

Shape Modeling with Front Propagation: A Level Set Approach.

[BibT_eX]

[DOI]

James A. Sethian

IEEE Trans. Pattern Anal. Mach. Intell., 1995

Multiresolution Adaptive K-means Algorithm for Segmentation of Brain MRI.

[BibT_eX]

[DOI]

Syed M. Rahman

J. Li

Proceedings of the Image Analysis Applications and Computer Graphics, 1995

1994

Multiresolution stochastic hybrid shape models with fractal priors.

[BibT_eX]

[DOI]

A. Radisavljevic

ACM Trans. Graph., 1994

Evolutionary Fronts for Topology-Independent Shape Modeling and Recoveery.

[BibT_eX]

[DOI]

James A. Sethian

Proceedings of the Computer Vision, 1994

An O(N) iterative solution to the Poisson equation in low-level vision problems.

[BibT_eX]

[DOI]

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993

Intrinsic parameters for surface representation using deformable models.

[BibT_eX]

[DOI]

Ravikanth Malladi

IEEE Trans. Syst. Man Cybern., 1993

Constructing Intrinsic Parameters with Active Models for Invariant Surface Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1993

Multi-Resolution Stochastic 3D Shape Models for Image Segmentation.

[BibT_eX]

[DOI]

A. Radisavljevic

Proceedings of the Information Processing in Medical Imaging, 1993

From global to local, a continuum of shape models with fractal priors.

[BibT_eX]

[DOI]

A. Radisavljevic

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992

Surface griding with intrinsic parameters.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1992

Invariant surface and motion estimation from sparse range data.

[BibT_eX]

[DOI]

Gunleiv Skofteland

J. Math. Imaging Vis., 1992

Range image understanding.

[BibT_eX]

[DOI]

Image Vis. Comput., 1992

An Efficient Expected Time Parallel Algorithm for Voronoi Construction.

[BibT_eX]

[DOI]

R. Varadarajan

Niranjan Mayya

Proceedings of the 4th Annual ACM Symposium on Parallel Algorithms and Architectures, 1992

Constrained implicit function fitting.

[BibT_eX]

[DOI]

Gabriel Taubin

Ruud M. Bolle

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991

On Three-Dimensional Surface Reconstruction Methods.

[BibT_eX]

[DOI]

Ruud M. Bolle

IEEE Trans. Pattern Anal. Mach. Intell., 1991

Surface and motion estimation from sparse range data.

[BibT_eX]

[DOI]

Gunleiv Skofteland

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1988

Localization of objects from range data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987

Representation and recognition of objects from depth maps.

[BibT_eX]

[DOI]

J. K. Aggarwal

Proceedings of the 1987 Fall Joint Computer Conference on Exploring technology: today and tomorrow, 1987

1986

Curvature-based representation of objects from range data.

[BibT_eX]

[DOI]

Amar Mitiche

Image Vis. Comput., 1986

1984

A model for characterizing the motion of the solid-liquid interface in freezing solutions.

[BibT_eX]

[DOI]

Kenneth R. Diller