Aurobrata Ghosh

According to our database1, Aurobrata Ghosh authored at least 35 papers between 2008 and 2021.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI.
NeuroImage, 2021

Deep Implicit Surface Point Prediction Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces.
CoRR, 2020

Infoprint: Information Theoretic Digital Image Forensics.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms.
NeuroImage, 2019

To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics.
CoRR, 2019

Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement.
CoRR, 2019

SpliceRadar: A Learned Method For Blind Image Forensics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Using diffusion MRI to discriminate areas of cortical grey matter.
NeuroImage, 2018

2017
Improved tractography using asymmetric fibre orientation distributions.
NeuroImage, 2017

Image quality transfer and applications in diffusion MRI.
NeuroImage, 2017

Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Bayesian Image Quality Transfer.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?
Medical Image Anal., 2015

Perfusion MRI deconvolution with delay estimation and non-negativity constraints.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Complete Set of Invariants of a 4 th Order Tensor: The 12 Tasks of HARDI from Ternary Quartics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Higher-Order Tensors in Diffusion Imaging.
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014

Fourth Order Symmetric Tensors and Positive ADC Modeling.
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014

2013
A computational diffusion MRI and parametric dictionary learning framework for modeling the diffusion signal and its features.
Medical Image Anal., 2013

A polynomial approach for extracting the extrema of a spherical function and its application in diffusion MRI.
Medical Image Anal., 2013

Fiber orientation distribution from non-negative sparse recovery.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Fast and Analytical EAP Approximation from a 4th-Order Tensor.
Int. J. Biomed. Imaging, 2012

Biomarkers for HARDI: 2nd & 4th order tensor invariants.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
High Order Models in Diffusion MRI and Applications.
PhD thesis, 2011

Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Spherical Polar Fourier EAP and odf reconstruction via compressed sensing in diffusion mri.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Extracting geometrical features & peak fractional anisotropy from the ODF for white matter characterization.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A Polynomial Approach for Maxima Extraction and Its Application to Tractography in HARDI.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Model-Free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Fast and closed-form ensemble-average-propagator approximation from the 4th-order diffusion tensor.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
From Second to Higher Order Tensors in Diffusion-MRI.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

A Riemannian Framework for Orientation Distribution Function Computing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Ternary Quartic Approach for Positive 4th Order Diffusion Tensors Revisited.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Riemannian Framework for Estimating Symmetric Positive Definite 4th Order Diffusion Tensors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008


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