Aurobrata Ghosh

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 16

Top Venues

CoRR

NeuroImage

Medical Image Anal.

ISBI

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Rahul Venkatesh, Tejan Karmali, Sarthak Sharma, Aurobrata Ghosh, R. Venkatesh Babu, László A. Jeni, Maneesh Singh
Deep Implicit Surface Point Prediction Networks. CoRR (2021)
Rahul Venkatesh, Tejan Karmali, Sarthak Sharma, Aurobrata Ghosh, R. Venkatesh Babu, László A. Jeni, Maneesh Singh
Deep Implicit Surface Point Prediction Networks. ICCV (2021)
Ryutaro Tanno, Daniel E. Worrall, Enrico Kaden, Aurobrata Ghosh, Francesco Grussu, Alberto Bizzi, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI. NeuroImage 225 (2021)
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 (2020)
Aurobrata Ghosh, Zheng Zhong, Steve Cruz, Subbu Veeravasarapu, Maneesh Kumar Singh, Terrance E. Boult
Infoprint: Information Theoretic Digital Image Forensics. ICIP (2020)
Aurobrata Ghosh, Zheng Zhong, Terrance E. Boult, Maneesh Singh
SpliceRadar: A Learned Method For Blind Image Forensics. CoRR (2019)
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 (2019)
Aurobrata Ghosh, Zheng Zhong, Terrance E. Boult, Maneesh Singh
SpliceRadar: A Learned Method For Blind Image Forensics. CVPR Workshops (2019)
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 (2019)
Chantal M. W. Tax, Francesco Grussu, Enrico Kaden, Lipeng Ning, S. Umesh Rudrapatna, C. John Evans, Samuel St-Jean, Alexander Leemans, Simon Koppers, Dorit Merhof, Aurobrata Ghosh, Ryutaro Tanno, Daniel C. Alexander, Stefano Zappalà, Cyril Charron, Slawomir Kusmia, David E. J. Linden, Derek K. Jones, Jelle Veraart
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms. NeuroImage 195 (2019)
Tharindu Ganepola, Zoltán Nagy, Aurobrata Ghosh, Théodore Papadopoulo, Daniel C. Alexander, Martin I. Sereno
Using diffusion MRI to discriminate areas of cortical grey matter. NeuroImage 182 (2018)
Matteo Bastiani, Michiel Cottaar, Krikor Dikranian, Aurobrata Ghosh, Hui Zhang, Daniel C. Alexander, Tim E. J. Behrens, Saâd Jbabdi, Stamatios N. Sotiropoulos
Improved tractography using asymmetric fibre orientation distributions. NeuroImage 158 (2017)
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. MICCAI (1) (2017)
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 (2017)
Daniel C. Alexander, Darko Zikic, Aurobrata Ghosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dyrby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi
Image quality transfer and applications in diffusion MRI. NeuroImage 152 (2017)
Ryutaro Tanno, Aurobrata Ghosh, Francesco Grussu, Enrico Kaden, Antonio Criminisi, Daniel C. Alexander
Bayesian Image Quality Transfer. MICCAI (2) (2016)
Lipeng Ning, Frederik B. Laun, Yaniv Gur, Edward V. R. DiBella, Samuel Deslauriers-Gauthier, Thinhinane Megherbi, Aurobrata Ghosh, Mauro Zucchelli, Gloria Menegaz, Rutger Fick, Samuel St-Jean, Michael Paquette, Ramón Aranda, Maxime Descoteaux, Rachid Deriche, Lauren O'Donnell, Yogesh Rathi
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) (2015)
Marco Pizzolato, Aurobrata Ghosh, Timothé Boutelier, Rachid Deriche
Perfusion MRI deconvolution with delay estimation and non-negativity constraints. ISBI (2015)
Théodore Papadopoulo, Aurobrata Ghosh, Rachid Deriche
Complete Set of Invariants of a 4 th Order Tensor: The 12 Tasks of HARDI from Ternary Quartics. MICCAI (3) (2014)
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) (2013)
Sylvain Merlet, Emmanuel Caruyer, Aurobrata Ghosh, Rachid Deriche
A computational diffusion MRI and parametric dictionary learning framework for modeling the diffusion signal and its features. Medical Image Anal. 17 (7) (2013)
Aurobrata Ghosh, Thinhinane Megherbi, Fatima Oulebsir-Boumghar, Rachid Deriche
Fiber orientation distribution from non-negative sparse recovery. ISBI (2013)
Aurobrata Ghosh, Théodore Papadopoulo, Rachid Deriche
Biomarkers for HARDI: 2nd & 4th order tensor invariants. ISBI (2012)
Aurobrata Ghosh, Rachid Deriche
Fast and Analytical EAP Approximation from a 4th-Order Tensor. Int. J. Biomed. Imaging 2012 (2012)
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing. MICCAI (2) (2011)
Aurobrata Ghosh, Rachid Deriche
Extracting geometrical features & peak fractional anisotropy from the ODF for white matter characterization. ISBI (2011)
Aurobrata Ghosh, Demian Wassermann, Rachid Deriche
A Polynomial Approach for Maxima Extraction and Its Application to Tractography in HARDI. IPMI (2011)
Sylvain Merlet, Jian Cheng, Aurobrata Ghosh, Rachid Deriche
Spherical Polar Fourier EAP and odf reconstruction via compressed sensing in diffusion mri. ISBI (2011)
Aurobrata Ghosh, Rachid Deriche
Fast and closed-form ensemble-average-propagator approximation from the 4th-order diffusion tensor. ISBI (2010)
Jian Cheng, Aurobrata Ghosh, Rachid Deriche, Tianzi Jiang
Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation. MICCAI (1) (2010)
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
Model-Free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI. MICCAI (1) (2010)
Aurobrata Ghosh, Maher Moakher, Rachid Deriche
Ternary Quartic Approach for Positive 4th Order Diffusion Tensors Revisited. ISBI (2009)
Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche
A Riemannian Framework for Orientation Distribution Function Computing. MICCAI (1) (2009)
Aurobrata Ghosh, Maxime Descoteaux, Rachid Deriche
Riemannian Framework for Estimating Symmetric Positive Definite 4th Order Diffusion Tensors. MICCAI (1) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aurobrata Ghosh