Singanallur V. Venkatakrishnan

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 15

Top Topics

Iterative Reconstruction

Top Venues

IEEE Trans. Computational Imaging

Computational Imaging

Publications

Muralikrishnan Gopalakrishnan Meena, Amirkoushyar Ziabari, Singanallur V. Venkatakrishnan, Isaac Lyngaas, Matthew R. Norman, Bálint Joó, Thomas L. Beck, Charles A. Bouman, Anuj J. Kapadia, Xiao Wang
Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications. High Performance Computing for Imaging (2023)
Abdulrahman M. Alanazi, Singanallur V. Venkatakrishnan, Hector J. Santos-Villalobos, Gregery T. Buzzard, Charles A. Bouman
Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems. IEEE Trans. Computational Imaging 9 (2023)
Obaidullah Rahman, Singanallur V. Venkatakrishnan, Luke Scime, Paul Brackman, Curtis Frederick, Ryan Dehoff, Vincent C. Paquit, Amirkoushyar Ziabari
Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography. ICIP (2023)
Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Mohammad Samin Nur Chowdhury, Yuxuan Zhang, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
An Edge Alignment-Based Orientation Selection Method for Neutron Tomography. ICASSP (2023)
Abdulrahman M. Alanazi, Singanallur V. Venkatakrishnan, Gregery T. Buzzard, Charles A. Bouman
Ringing Artifact Reduction Method for Ultrasound Reconstruction Using Multi-Agent Consensus Equilibrium. ICIP (2023)
Mohammad Samin Nur Chowdhury, Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
Autonomous Polycrystalline Material Decomposition For Hyperspectral Neutron Tomography. ICIP (2023)
Abdulrahman Alanazi, Singanallur V. Venkatakrishnan, Hector J. Santos-Villalobos, Gregery T. Buzzard, Charles A. Bouman
Model-Based Reconstruction for Collimated Beam Ultrasound Systems. ICASSP (2022)
Singanallur V. Venkatakrishnan, Yuxuan Zhang, Luc Dessieux, Christina Hoffmann, Philip R. Bingham, Hassina Z. Bilheux
Improved Acquisition and Reconstruction for Wavelength-Resolved Neutron Tomography. J. Imaging 7 (1) (2021)
Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari, Jacob D. Hinkle, Andrew W. Needham, Jeffrey M. Warren, Hassina Z. Bilheux
Convolutional neural network based non-iterative reconstruction for accelerating neutron tomography. Mach. Learn. Sci. Technol. 2 (2) (2021)
Hani Almansouri, Singanallur V. Venkatakrishnan, Charles A. Bouman, Hector J. Santos-Villalobos
Model-Based Iterative Reconstruction for One-Sided Ultrasonic Nondestructive Evaluation. IEEE Trans. Computational Imaging 5 (1) (2019)
Amirkoushyar Ziabari, Michael Kirka, Vincent Paquit, Philip R. Bingham, Singanallur V. Venkatakrishnan
X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR. CoRR (2019)
Hani Almansouri, Singanallur V. Venkatakrishnan, Dwight Clayton, Yarom Polsky, Charles A. Bouman, Hector J. Santos-Villalobos
Ultrasonic Model-Based Iterative Reconstruction with Spatially Variant Regularization for One-Sided Non-Destructive Evaluation. Computational Imaging (2018)
Singanallur V. Venkatakrishnan, Maryam Farmand, Young-Sang Yu, Hasti Majidi, Klaus van Benthem, Stefano Marchesini, David A. Shapiro, Alexander Hexemer
Robust X-Ray Phase Ptycho-Tomography. IEEE Signal Process. Lett. 23 (7) (2016)
Junshi Liu, Swagath Venkataramani, Singanallur V. Venkatakrishnan, Yun Pan, Charles A. Bouman, Anand Raghunathan
EMBIRA: An Accelerator for Model-Based Iterative Reconstruction. IEEE Trans. Very Large Scale Integr. Syst. 24 (11) (2016)
Daniela Ushizima, Chao Yang, Singanallur V. Venkatakrishnan, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Haoran Tang, Joao Vitor Mascarenhas, Alexander Hexemer, Dilworth Parkinson, James A. Sethian
Convolutional neural networks at the interface of physical and digital data. AIPR (2016)
Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
Model based iterative reconstruction for Bright Field electron tomography. Computational Imaging (2013)
Singanallur V. Venkatakrishnan, Charles A. Bouman, Brendt Wohlberg
Plug-and-Play priors for model based reconstruction. GlobalSIP (2013)
Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM). SSP (2012)