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Aurobrata Ghosh
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2020 – today
- 2021
- [j9]Ryutaro Tanno, Daniel E. Worrall
, Enrico Kaden, Aurobrata Ghosh, Francesco Grussu
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI. NeuroImage 225: 117366 (2021) - [c19]Rahul Venkatesh, Tejan Karmali
Deep Implicit Surface Point Prediction Networks. ICCV 2021: 12633-12642 - [i6]Rahul Venkatesh, Tejan Karmali, Sarthak Sharma, Aurobrata Ghosh, R. Venkatesh Babu, László A. Jeni, Maneesh Singh:
Deep Implicit Surface Point Prediction Networks. CoRR abs/2106.05779 (2021) - 2020
- [c18]Aurobrata Ghosh, Zheng Zhong, Steve Cruz, Subbu Veeravasarapu, Maneesh Kumar Singh, Terrance E. Boult:
Infoprint: Information Theoretic Digital Image Forensics. ICIP 2020: 638-642 - [i5]Rahul Venkatesh, Sarthak Sharma, Aurobrata Ghosh, László A. Jeni, Maneesh Singh:
DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces. CoRR abs/2011.02570 (2020)
2010 – 2019
- 2019
- [j8]Chantal M. W. Tax, Francesco Grussu
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms. NeuroImage 195: 285-299 (2019) - [c17]Aurobrata Ghosh, Zheng Zhong, Terrance E. Boult, Maneesh Singh:
SpliceRadar: A Learned Method For Blind Image Forensics. CVPR Workshops 2019: 72-79 - [i4]Aurobrata Ghosh, Zheng Zhong, Terrance E. Boult, Maneesh Singh:
SpliceRadar: A Learned Method For Blind Image Forensics. CoRR abs/1906.11663 (2019) - [i3]Ryutaro Tanno, Daniel E. Worrall, Enrico Kaden, Aurobrata Ghosh, Francesco Grussu, Alberto Bizzi, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander:
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement. CoRR abs/1907.13418 (2019) - [i2]Aurobrata Ghosh, Zheng Zhong, Steve Cruz, Subbu Veeravasarapu, Terrance E. Boult, Maneesh Singh:
To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics. CoRR abs/1908.03864 (2019) - 2018
- [j7]Tharindu Ganepola, Zoltán Nagy, Aurobrata Ghosh, Théodore Papadopoulo, Daniel C. Alexander
Using diffusion MRI to discriminate areas of cortical grey matter. NeuroImage 182: 456-468 (2018) - 2017
- [j6]Daniel C. Alexander
Image quality transfer and applications in diffusion MRI. NeuroImage 152: 283-298 (2017) - [j5]Matteo Bastiani
Improved tractography using asymmetric fibre orientation distributions. NeuroImage 158: 205-218 (2017) - [c16]Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution. MICCAI (1) 2017: 611-619 - [i1]Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander:
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution. CoRR abs/1705.00664 (2017) - 2016
- [c15]Ryutaro Tanno, Aurobrata Ghosh, Francesco Grussu
Bayesian Image Quality Transfer. MICCAI (2) 2016: 265-273 - 2015
- [j4]Lipeng Ning
Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use? Medical Image Anal. 26(1): 316-331 (2015) - [c14]Marco Pizzolato
Perfusion MRI deconvolution with delay estimation and non-negativity constraints. ISBI 2015: 1073-1076 - 2014
- [c13]Théodore Papadopoulo
Complete Set of Invariants of a 4 th Order Tensor: The 12 Tasks of HARDI from Ternary Quartics. MICCAI (3) 2014: 233-240 - [p3]Thomas Schultz, Andrea Fuster
Higher-Order Tensors in Diffusion Imaging. Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data 2014: 129-161 - [p2]Aurobrata Ghosh, Rachid Deriche:
Fourth Order Symmetric Tensors and Positive ADC Modeling. Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data 2014: 163-188 - 2013
- [j3]Aurobrata Ghosh, Elias P. Tsigaridas, Bernard Mourrain, Rachid Deriche
A polynomial approach for extracting the extrema of a spherical function and its application in diffusion MRI. Medical Image Anal. 17(5): 503-514 (2013) - [j2]Sylvain Merlet, Emmanuel Caruyer
A computational diffusion MRI and parametric dictionary learning framework for modeling the diffusion signal and its features. Medical Image Anal. 17(7): 830-843 (2013) - [c12]Aurobrata Ghosh, Thinhinane Megherbi, Fatima Oulebsir-Boumghar, Rachid Deriche:
Fiber orientation distribution from non-negative sparse recovery. ISBI 2013: 254-257 - 2012
- [j1]Aurobrata Ghosh, Rachid Deriche
Fast and Analytical EAP Approximation from a 4th-Order Tensor. Int. J. Biomed. Imaging 2012: 192730:1-192730:9 (2012) - [c11]Aurobrata Ghosh, Théodore Papadopoulo
Biomarkers for HARDI: 2nd & 4th order tensor invariants. ISBI 2012: 26-29 - 2011
- [b1]Aurobrata Ghosh:
High Order Models in Diffusion MRI and Applications. University of Nice Sophia Antipolis, France, 2011 - [c10]Aurobrata Ghosh, Demian Wassermann, Rachid Deriche:
A Polynomial Approach for Maxima Extraction and Its Application to Tractography in HARDI. IPMI 2011: 723-734 - [c9]Aurobrata Ghosh, Rachid Deriche:
Extracting geometrical features & peak fractional anisotropy from the ODF for white matter characterization. ISBI 2011: 266-271 - [c8]Sylvain Merlet, Jian Cheng
Spherical Polar Fourier EAP and odf reconstruction via compressed sensing in diffusion mri. ISBI 2011: 365-371 - [c7]Jian Cheng
Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing. MICCAI (2) 2011: 98-106 - 2010
- [c6]Aurobrata Ghosh, Rachid Deriche:
Fast and closed-form ensemble-average-propagator approximation from the 4th-order diffusion tensor. ISBI 2010: 1105-1108 - [c5]Jian Cheng
Model-Free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI. MICCAI (1) 2010: 590-597 - [c4]Jian Cheng
Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation. MICCAI (1) 2010: 648-656
2000 – 2009
- 2009
- [c3]Aurobrata Ghosh, Maher Moakher
Ternary Quartic Approach for Positive 4th Order Diffusion Tensors Revisited. ISBI 2009: 618-621 - [c2]Jian Cheng
A Riemannian Framework for Orientation Distribution Function Computing. MICCAI (1) 2009: 911-918 - [p1]Aurobrata Ghosh, Rachid Deriche:
From Second to Higher Order Tensors in Diffusion-MRI. Tensors in Image Processing and Computer Vision 2009: 315-334 - 2008
- [c1]Aurobrata Ghosh, Maxime Descoteaux, Rachid Deriche:
Riemannian Framework for Estimating Symmetric Positive Definite 4th Order Diffusion Tensors. MICCAI (1) 2008: 858-865
Coauthor Index
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