Suyash P. Awate Suyash P. Awate
Associate Professor
Computer Science and Engineering Department, Indian Institute of Technology (IIT) Bombay
Office: A-214, Kanwal Rekhi Building
Email: my-first-name @cse.iitb.ac.in
   
Research Publications Teaching Students CV Personal
 
Image Reconstruction, PET-MRI
 
Viswanath PS, Chen Z, Awate SP
Joint PET+MRI patch-based dictionary for Bayesian random field PET reconstruction
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018; 21(x):xx-xx
(acceptance rate ~33%)
 
Image Reconstruction, Diffusion MRI, Undersampled Data
 
Kratika Gupta, Suyash P. Awate
Bayesian Dictionary Learning and Undersampled Multishell HARDI Reconstruction
Int. Conf. Information Processing in Medical Imaging (IPMI) 2017, pp. 453-465

Kratika Gupta, Deepali Adlakha, Vishal Agarwal, Suyash P Awate
Regularized dictionary learning with robust sparsity fitting for compressed sensing multishell HARDI
Int. Workshop Computational Diffusion MRI (CDMRI) at Int. Conf. MICCAI 2016, pp. 35-48 Springer Mathematics and Visualization xxxx
(podium presentation, acceptance rate ~25%)

Suyash P. Awate, Edward V.R. DiBella
Compressed sensing HARDI via rotation-invariant concise dictionaries, flexible k-space undersampling, and multiscale spatial regularity
IEEE International Symposium on Biomedical Imaging (ISBI) 2013, pp. 9-12
 
Image Reconstruction, Dynamic MRI, Undersampled Data
 
Kulkarni P, Merchant SN, Awate SP
Bayesian reconstruction of R-fMRI from kt-undersampled data using a robust subject-invariant spatially-regularized dictionary prior
IEEE Int. Symposium on Biomedical Imaging (ISBI) 2018

Suyash P. Awate, Edward V.R. DiBella
Spatiotemporal dictionary learning for undersampled dynamic MRI reconstruction via joint frame-based and dictionary-based sparsity
IEEE Int. Symposium on Biomedical Imaging (ISBI) 2012, pp. 318-321
(podium presentation, acceptance rate 15%)

Ganesh Adluru, Suyash P. Awate, Tolga Tasdizen, Ross T. Whitaker, Edward V.R. Dibella
Temporally Constrained Reconstruction of Dynamic Cardiac Perfusion MRI
Magnetic Resonance in Medicine (MRM) 2007, Wiley, 57:1027-1036

Suyash P. Awate , Edward DiBella, Tolga Tasdizen, Ross T. Whitaker
Model-Based Image Reconstruction for Dynamic Cardiac Perfusion Imaging from Sparse K-Space Data
IEEE Int. Conf. Engineering and Biology Society (EMBC) 2006, pp. 936-941
(podium presentation)