Sanjay Ghosh, PhD
Postdoctoral Scholar
Radiology
School of Medicine

Awards

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• Best Student Paper Award, IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2018

Education & Training

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• PhD Electrical Engineering Indian Institute of Science 2019
• M.Tech Electrical Engineering (Communication Systems) Indian Institute of Technology Madras 2013
• B.Tech Electronics & Communication Engineering West Bengal University of Technology 2011

Websites

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• Google-Scholar (scholar.google.fr)

Publications (11)

Top publication keywords:
Electromagnetic PhenomenaHumansElectroencephalographyMagnetic Resonance ImagingNerve NetBrain MappingNeuroimagingBayes TheoremBrainComputer SimulationGray MatterAlgorithmsMagnetoencephalographyConnectomeTinnitus

• Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models.
  IEEE transactions on medical imaging 2024 Hashemi A, Cai C, Gao Y, Ghosh S, Muller KR, Nagarajan SS, Haufe S
• Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution.
  IEEE transactions on medical imaging 2023 Cai C, Long Y, Ghosh S, Hashemi A, Gao Y, Diwakar M, Haufe S, Sekihara K, Wu W, Nagarajan SS
• A joint subspace mapping between structural and functional brain connectomes.
  NeuroImage 2023 Ghosh S, Raj A, Nagarajan SS
• Multi-tasking deep network for tinnitus classification and severity prediction from multimodal structural MR images.
  Journal of neural engineering 2023 Lin CT, Ghosh S, Hinkley LB, Dale CL, Souza ACS, Sabes JH, Hess CP, Adams ME, Cheung SW, Nagarajan SS
• "Fast scale-adaptive bilateral texture smoothing"
  IEEE Transactions on Circuits and Systems for Video Technology 2020 S. Ghosh, R. G. Gavaskar, D. Panda, and K. N. Chaudhury

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• PhD Thesis: "Kernel-Based Image Filtering: Fast Algorithms and Applications"
  PhD Thesis: "Kernel-Based Image Filtering: Fast Algorithms and Applications" 2019 S. Ghosh
• "Optimized Fourier bilateral filtering"
  IEEE Signal Processing Letters 2018 S. Ghosh, P. Nair, and K. N. Chaudhury,
• “Pruned non-local means”
  IET Image Processing 2017 S. Ghosh, A. K. Mandal, and K. N. Chaudhury
• "Artifact reduction for separable nonlocal means"
  Journal of Electronic Imaging 2017 S. Ghosh and K. N. Chaudhury
• "On fast bilateral filtering using Fourier kernels"
  IEEE Signal Processing Letters 2016 S. Ghosh and K. N. Chaudhury
• "Fast separable nonlocal means"
  Journal of Electronic Imaging 2016 S. Ghosh and K. N. Chaudhury