Sarang C. Joshi

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 28

Top Venues

CoRR

IPMI

GRAIL/MFCA/MICGen@MICCAI

ISBI

Publications

Sara Johnson, Blake Zimmerman, Henrik Odéen, Jill Shea, Nicole Winkler, Rachel Factor, Sarang C. Joshi, Allison Payne
A Non-Contrast Multi-Parametric MRI Biomarker for Assessment of MR-Guided Focused Ultrasound Thermal Therapies. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Haocheng Dai, Sarang C. Joshi
Refining Skewed Perceptions in Vision-Language Models through Visual Representations. CoRR (2024)
Mingzhen Shao, Tolga Tasdizen, Sarang C. Joshi
Analyzing the Domain Shift Immunity of Deep Homography Estimation. WACV (2024)
Haocheng Dai, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi
Modeling the Shape of the Brain Connectome via Deep Neural Networks. IPMI (2023)
Haocheng Dai, Michael Penwarden, Robert M. Kirby, Sarang C. Joshi
Neural Operator Learning for Ultrasound Tomography Inversion. CoRR (2023)
Mingzhen Shao, Tolga Tasdizen, Sarang C. Joshi
Analyzing the Domain Shift Immunity of Deep Homography Estimation. CoRR (2023)
Mathias Højgaard Jensen, Sarang C. Joshi, Stefan Sommer
Discrete-Time Observations of Brownian Motion on Lie Groups and Homogeneous Spaces: Sampling and Metric Estimation. Algorithms 15 (8) (2022)
Haocheng Dai, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi
Deep Learning the Shape of the Brain Connectome. CoRR (2022)
Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi
Structural Connectome Atlas Construction in the Space of Riemannian Metrics. CoRR (2021)
Blake E. Zimmerman, Sara Johnson, Henrik Odéen, Jill Shea, Markus D. Foote, Nicole Winkler, Sarang C. Joshi, Allison Payne
Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatment of Malignant Tumors. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi
Structural Connectome Atlas Construction in the Space of Riemannian Metrics. IPMI (2021)
Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi
Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics. CoRR (2021)
Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer
Latent Space Geometric Statistics. ICPR Workshops (6) (2020)
Markus D. Foote, Philip E. Dennison, Andrew K. Thorpe, David R. Thompson, Siraput Jongaramrungruang, Christian Frankenberg, Sarang C. Joshi
Fast and Accurate Retrieval of Methane Concentration From Imaging Spectrometer Data Using Sparsity Prior. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Markus D. Foote, Philip E. Dennison, Andrew K. Thorpe, David R. Thompson, Siraput Jongaramrungruang, Christian Frankenberg, Sarang C. Joshi
Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity Prior. CoRR (2020)
Markus D. Foote, Blake E. Zimmerman, Amit Sawant, Sarang C. Joshi
Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting. IPMI (2019)
Alana K. Ayasse, Philip E. Dennison, Markus Foote, Andrew K. Thorpe, Sarang C. Joshi, Robert O. Green, Riley M. Duren, David R. Thompson, Dar A. Roberts
Methane Mapping with Future Satellite Imaging Spectrometers. Remote. Sens. 11 (24) (2019)
Blake Zimmerman, Sara Johnson, Henrik Odéen, Jill Shea, Markus Foote, Nicole Winkler, Sarang C. Joshi, Allison Payne
Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatments Using Volume-Conserving Registration. CoRR (2019)
Markus D. Foote, Blake Zimmerman, Amit Sawant, Sarang C. Joshi
Real-Time Patient-Specific Lung Radiotherapy Targeting using Deep Learning. CoRR (2018)
Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer
Latent Space Non-Linear Statistics. CoRR (2018)
Stefan Sommer, Alexis Arnaudon, Line Kühnel, Sarang C. Joshi
Bridge Simulation and Metric Estimation on Landmark Manifolds. GRAIL/MFCA/MICGen@MICCAI (2017)
Markus Foote, Pouya Sabouri, Amit Sawant, Sarang C. Joshi
Rank Constrained Diffeomorphic Density Motion Estimation for Respiratory Correlated Computed Tomography. GRAIL/MFCA/MICGen@MICCAI (2017)
Stefan Sommer, Alexis Arnaudon, Line Kühnel, Sarang C. Joshi
Bridge Simulation and Metric Estimation on Landmark Manifolds. CoRR (2017)
J. Samuel Preston, Sarang C. Joshi, Ross T. Whitaker
Deformation Estimation with Automatic Sliding Boundary Computation. MICCAI (3) (2016)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
Hierarchical Geodesic Models in Diffeomorphisms. Int. J. Comput. Vis. 117 (1) (2016)
Caleb Rottman, Ben Larson, Pouya Sabouri, Amit Sawant, Sarang C. Joshi
Diffeomorphic Density Registration in Thoracic Computed Tomography. MICCAI (3) (2016)
J. Samuel Preston, Sarang C. Joshi, Ross T. Whitaker
Multiscale MRF optimization for robust registration of 2D biological data. ISBI (2015)
Caleb Rottman, Lance McBride, Arvidas Cheryauka, Ross T. Whitaker, Sarang C. Joshi
Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry. MICCAI (2) (2015)
Stanley Durrleman, Marcel Prastawa, Nicolas Charon, Julie R. Korenberg, Sarang C. Joshi, Guido Gerig, Alain Trouvé
Morphometry of anatomical shape complexes with dense deformations and sparse parameters. NeuroImage 101 (2014)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms. ISBI (2014)
Jacob D. Hinkle, P. Thomas Fletcher, Sarang C. Joshi
Intrinsic Polynomials for Regression on Riemannian Manifolds. J. Math. Imaging Vis. 50 (1-2) (2014)
Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi
Quantifying anatomical shape variations in neurological disorders. Medical Image Anal. 18 (3) (2014)
Stanley Durrleman, Stéphanie Allassonnière, Sarang C. Joshi
Sparse Adaptive Parameterization of Variability in Image Ensembles. Int. J. Comput. Vis. 101 (1) (2013)
J. Samuel Preston, Caleb Rottman, Arvidas Cheryauka, Larry Anderton, Ross T. Whitaker, Sarang C. Joshi
Multi-layer Deformation Estimation for Fluoroscopic Imaging. IPMI (2013)
Xavier Pennec, Sarang C. Joshi, Mads Nielsen
Mathematical Methods for Medical Imaging. Int. J. Comput. Vis. 105 (2) (2013)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis. IPMI (2013)
Jacob D. Hinkle, Sarang C. Joshi
IDiff: Irrotational Diffeomorphisms for Computational Anatomy. IPMI (2013)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction. ISBI (2013)
Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouvé, Guido Gerig
Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. MICCAI (3) (2012)
Linh K. Ha, Jens H. Krüger, João Luiz Dihl Comba, Cláudio T. Silva, Sarang C. Joshi
ISP: An Optimal Out-of-Core Image-Set Processing Streaming Architecture for Parallel Heterogeneous Systems. IEEE Trans. Vis. Comput. Graph. 18 (6) (2012)
Jacob D. Hinkle, Martin Szegedi, Brian Wang, Bill Salter, Sarang C. Joshi
4D CT image reconstruction with diffeomorphic motion model. Medical Image Anal. 16 (6) (2012)
Nikhil Singh, Angela Y. Wang, Preethi Sankaranarayanan, P. Thomas Fletcher, Sarang C. Joshi
Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD. MICCAI (1) (2012)
Yi Hong, Sarang C. Joshi, Mar Sanchez, Martin Styner, Marc Niethammer
Metamorphic Geodesic Regression. MICCAI (3) (2012)
Jacob D. Hinkle, Prasanna Muralidharan, P. Thomas Fletcher, Sarang C. Joshi
Polynomial Regression on Riemannian Manifolds. ECCV (3) (2012)
Jacob D. Hinkle, Prasanna Muralidharan, P. Thomas Fletcher, Sarang C. Joshi
Polynomial Regression on Riemannian Manifolds CoRR (2012)
Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi
Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs. Int. J. Biomed. Imaging 2011 (2011)
Sarah E. Geneser, Jacob D. Hinkle, Robert M. Kirby, Brian Wang, Bill Salter, Sarang C. Joshi
Quantifying variability in radiation dose due to respiratory-induced tumor motion. Medical Image Anal. 15 (4) (2011)
Sandy Durrleman, Marcel Prastawa, Guido Gerig, Sarang C. Joshi
Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis. IPMI (2011)
Linh K. Ha, Jens H. Krüger, João Comba, Sarang C. Joshi, Cláudio T. Silva
Optimal Multi-Image Processing Streaming Framework on Parallel Heterogeneous Systems. EGPGV@Eurographics (2011)
Sarang C. Joshi, Raj Varma Kommaraju, Jeff M. Phillips, Suresh Venkatasubramanian
Comparing distributions and shapes using the kernel distance. SCG (2011)
Fangxiang Jiao, Yaniv Gur, Chris R. Johnson, Sarang C. Joshi
Decompositions. IPMI (2011)
Samuel Gerber, Tolga Tasdizen, P. Thomas Fletcher, Sarang C. Joshi, Ross T. Whitaker
Manifold modeling for brain population analysis. Medical Image Anal. 14 (5) (2010)
Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi
Image Registration Driven by Combined Probabilistic and Geometric Descriptors. MICCAI (2) (2010)
Jacob D. Hinkle, Ganesh Adluru, Eugene G. Kholmovski, Edward V. R. Di Bella, Sarang C. Joshi
4D MAP MRI Image Reconstruction. VISAPP (1) (2010)
Sarang C. Joshi, Raj Varma Kommaraju, Jeff M. Phillips, Suresh Venkatasubramanian
Matching Shapes Using the Current Distance CoRR (2010)
Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Linh K. Ha, Richard D. King, James Stephen Marron, Michael Wiener, Sarang C. Joshi
Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures. MICCAI (3) (2010)
Bradley C. Davis, P. Thomas Fletcher, Elizabeth Bullitt, Sarang C. Joshi
Population Shape Regression from Random Design Data. Int. J. Comput. Vis. 90 (2) (2010)
Linh K. Ha, Jens H. Krüger, P. Thomas Fletcher, Sarang C. Joshi, Cláudio T. Silva
Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units. EGPGV@Eurographics (2009)
P. Thomas Fletcher, Suresh Venkatasubramanian, Sarang C. Joshi
The geometric median on Riemannian manifolds with application to robust atlas estimation. NeuroImage 45 (1) (2009)
Jacob D. Hinkle, P. Thomas Fletcher, Brian Wang, Bill Salter, Sarang C. Joshi
4D MAP Image Reconstruction Incorporating Organ Motion. IPMI (2009)
Samuel Gerber, Tolga Tasdizen, Sarang C. Joshi, Ross T. Whitaker
On the Manifold Structure of the Space of Brain Images. MICCAI (1) (2009)
Sarah E. Geneser, Robert M. Kirby, Brian Wang, Bill Salter, Sarang C. Joshi
Incorporating Patient Breathing Variability into a Stochastic Model of Dose Deposition for Stereotactic Body Radiation Therapy. IPMI (2009)
P. Thomas Fletcher, Suresh Venkatasubramanian, Sarang C. Joshi
Robust statistics on Riemannian manifolds via the geometric median. CVPR (2008)
Timothy B. Terriberry, James N. Damon, Stephen M. Pizer, Sarang C. Joshi, Guido Gerig
Population-Based Fitting of Medial Shape Models with Correspondence Optimization. IPMI (2007)
Martin Styner, Rebecca C. Knickmeyer, Sarang C. Joshi, Christopher L. Coe, Sarah J. Short, John H. Gilmore
Automatic brain segmentation in rhesus monkeys. Medical Imaging: Image Processing (2007)
Conglin Lu, Stephen M. Pizer, Sarang C. Joshi, Ja-Yeon Jeong
Statistical Multi-Object Shape Models. Int. J. Comput. Vis. 75 (3) (2007)
Bradley C. Davis, P. Thomas Fletcher, Elizabeth Bullitt, Sarang C. Joshi
Population Shape Regression From Random Design Data. ICCV (2007)
P. Thomas Fletcher, Stephanie Powell, Norman L. Foster, Sarang C. Joshi
Quantifying Metabolic Asymmetry Modulo Structure in Alzheimer's Disease. IPMI (2007)
Sylvain Gouttard, Martin Styner, Sarang C. Joshi, Rachel Gimpel Smith, Heather Cody Hazlett, Guido Gerig
Subcortical structure segmentation using probabilistic atlas priors. Medical Imaging: Image Processing (2007)
Sarang C. Joshi, S. K. Bodhe
Time Complexity Analysis for Decoding VOP Content in MPEG-4 Presentations. ITNG (2007)
P. Thomas Fletcher, Sarang C. Joshi
Riemannian geometry for the statistical analysis of diffusion tensor data. Signal Process. 87 (2) (2007)
Guido Gerig, Sarang C. Joshi, P. Thomas Fletcher, Kevin Gorczowski, Shun Xu, Stephen M. Pizer, Martin Andreas Styner
Statistics of populations of images and its embedded objects: driving applications in neuroimaging. ISBI (2006)
Isabelle Corouge, P. Thomas Fletcher, Sarang C. Joshi, Sylvain Gouttard, Guido Gerig
Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis. Medical Image Anal. 10 (5) (2006)
Peter Lorenzen, Marcel Prastawa, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang C. Joshi
Multi-modal image set registration and atlas formation. Medical Image Anal. 10 (3) (2006)
Guido Gerig, Brad Davis, Peter Lorenzen, Shun Xu, Matthieu Jomier, Joseph Piven, Sarang C. Joshi
Computational Anatomy to Assess Longitudinal Trajectory of Brain Growth. 3DPVT (2006)
Shun Xu, Martin Andreas Styner, Brad Davis, Sarang C. Joshi, Guido Gerig
Group mean differences of voxel and surface objects via nonlinear averaging. ISBI (2006)
Peter Lorenzen, Brad Davis, Sarang C. Joshi
Unbiased Atlas Formation Via Large Deformations Metric Mapping. MICCAI (2) (2005)
Timothy B. Terriberry, Sarang C. Joshi, Guido Gerig
Hypothesis Testing with Nonlinear Shape Models. IPMI (2005)
Stephen M. Pizer, Ja-Yeon Jeong, Conglin Lu, Keith E. Muller, Sarang C. Joshi
Estimating the Statistics of Multi-object Anatomic Geometry Using Inter-object Relationships. DSSCV (2005)
Isabelle Corouge, P. Thomas Fletcher, Sarang C. Joshi, John H. Gilmore, Guido Gerig
Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis. MICCAI (2005)
Hongyu Guo, Anand Rangarajan, Sarang C. Joshi
3-D Diffeomorphic Shape Registration on Hippocampal Data Sets. MICCAI (2) (2005)
Qiong Han, Stephen M. Pizer, Derek Merck, Sarang C. Joshi, Ja-Yeon Jeong
Multi-figure Anatomical Objects for Shape Statistics. IPMI (2005)
Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes
Non-Rigid Registration of Shapes Via Diffeomorphic Point Matching. ISBI (2004)
P. Thomas Fletcher, Sarang C. Joshi
Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors. ECCV Workshops CVAMIA and MMBIA (2004)
Peter Lorenzen, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang C. Joshi
Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation. MICCAI (1) (2004)
Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes
A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching. CVPR Workshops (2004)
Brad Davis, Peter Lorenzen, Sarang C. Joshi
Large Deformation Minimum Mean Squared Error Template Estimation for Computational Anatomy. ISBI (2004)
Qiong Han, Conglin Lu, Shawn Liu, Stephen M. Pizer, Sarang C. Joshi, Andrew Thall
Representing Multi-Figure Anatomical Objects. ISBI (2004)
Elizabeth Bullitt, Inkyung Jung, Keith E. Muller, Guido Gerig, Stephen R. Aylward, Sarang C. Joshi, J. Keith Smith, Weili Lin, Matthew G. Ewend
Determining Malignancy of Brain Tumors by Analysis of Vessel Shape. MICCAI (2) (2004)
P. Thomas Fletcher, Conglin Lu, Stephen M. Pizer, Sarang C. Joshi
Principal geodesic analysis for the study of nonlinear statistics of shape. IEEE Trans. Medical Imaging 23 (8) (2004)
Kumar T. Rajamani, Martin Styner, Sarang C. Joshi
Bone Model Morphing for Enhanced Surgical Visualization. ISBI (2004)
Peter Lorenzen, Brad Davis, Sarang C. Joshi
Model Based Symmetric Information Theoretic Large Deformation Multi-Modal Image Registration. ISBI (2004)
Paul A. Yushkevich, Sarang C. Joshi, Stephen M. Pizer, John G. Csernansky, Lei E. Wang
Feature Selection for Shape-Based Classification of Biological Objects. IPMI (2003)
P. Thomas Fletcher, Conglin Lu, Sarang C. Joshi
Statistics of Shape via Principal Geodesic Analysis on Lie Groups. CVPR (1) (2003)
P. J. Lorenzen, Sarang C. Joshi
High-Dimensional Multi-modal Image Registration. WBIR (2003)
Stephen M. Pizer, Guido Gerig, Sarang C. Joshi, Stephen R. Aylward
Multiscale medial shape-based analysis of image objects. Proc. IEEE 91 (10) (2003)
P. Thomas Fletcher, Sarang C. Joshi, Conglin Lu, Stephen M. Pizer
Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis. IPMI (2003)
Martin Styner, Guido Gerig, Sarang C. Joshi, Stephen M. Pizer
Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability. Int. J. Comput. Vis. 55 (2-3) (2003)
Stephen M. Pizer, P. Thomas Fletcher, Andrew Thall, Martin Styner, Guido Gerig, Sarang C. Joshi
Object models in multiscale intrinsic coordinates via m-reps. Image Vis. Comput. 21 (1) (2003)
Sarang C. Joshi, Peter Lorenzen, Guido Gerig, Elizabeth Bullitt
Structural and radiometric asymmetry in brain images. Medical Image Anal. 7 (2) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sarang C. Joshi