Singanallur V. Venkatakrishnan

25 papers B 4Misc 2Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Fast, Scalable, and Robust Deep Learning-based Iterative Reconstruction Framework for Accelerated Industrial Cone-beam X-ray Computed Tomography.
CoRR
Aniket Pramanik, Obaidullah Rahman, Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari
2025 J jnl
A Learnt Half-Quadratic Splitting-Based Algorithm for Fast and High-Quality Industrial Cone-beam CT Reconstruction.
CoRR
Aniket Pramanik, Singanallur V. Venkatakrishnan, Obaidullah Rahman, Amirkoushyar Ziabari
2025 J jnl
Fast Hyperspectral Neutron Tomography.
IEEE Trans. Computational Imaging
Mohammad Samin Nur Chowdhury, Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
2024 — conf
2.5D Super-Resolution Approaches for X-Ray Computed Tomography-Based Inspection of Additively Manufactured Parts.
IEEECONF
Haley Duba-Sullivan, Obaidullah Rahman, Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari
2024 — conf
Edge Projection-Based Adaptive View Selection for Cone-Beam CT.
IEEECONF
Jingsong Lin, Singanallur V. Venkatakrishnan, Gregery T. Buzzard, Amirkoushyar Ziabari, Charles A. Bouman
2024 — conf
Multi-Pose Fusion for Autonomous Polycrystalline Material Decomposition in Hyperspectral Neutron Tomography.
IEEECONF
Diyu Yang, Mohammad Samin Nur Chowdhury, Shimin Tang, Singanallur V. Venkatakrishnan, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
2023 Misc conf
An Edge Alignment-Based Orientation Selection Method for Neutron Tomography.
ICASSP
Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Mohammad Samin Nur Chowdhury, Yuxuan Zhang, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
2023 B conf
Autonomous Polycrystalline Material Decomposition For Hyperspectral Neutron Tomography.
ICIP
Mohammad Samin Nur Chowdhury, Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
2023 B conf
Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography.
ICIP
Obaidullah Rahman, Singanallur V. Venkatakrishnan, Luke Scime, Paul Brackman, Curtis Frederick, Ryan Dehoff, Vincent C. Paquit, Amirkoushyar Ziabari
2023 J jnl
Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems.
IEEE Trans. Computational Imaging
Abdulrahman M. Alanazi, Singanallur V. Venkatakrishnan, Hector J. Santos-Villalobos, Gregery T. Buzzard, Charles A. Bouman
2023 — conf
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
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
2023 B conf
Ringing Artifact Reduction Method for Ultrasound Reconstruction Using Multi-Agent Consensus Equilibrium.
ICIP
Abdulrahman M. Alanazi, Singanallur V. Venkatakrishnan, Gregery T. Buzzard, Charles A. Bouman
2022 Misc conf
Model-Based Reconstruction for Collimated Beam Ultrasound Systems.
ICASSP
Abdulrahman M. Alanazi, Singanallur V. Venkatakrishnan, Hector J. Santos-Villalobos, Gregery T. Buzzard, Charles A. Bouman
2022 B conf
Simurgh: A Framework for Cad-Driven Deep Learning Based X-Ray CT Reconstruction.
ICIP
Amirkoushyar Ziabari, Singanallur V. Venkatakrishnan, Abhishek Dubey, Alex Lisovich, Paul Brackman, Curtis Frederick, Pradeep Bhattad, Philip R. Bingham, Alex Plotkowski, Ryan Dehoff, Vincent C. Paquit
2021 J jnl
Convolutional neural network based non-iterative reconstruction for accelerating neutron tomography.
Mach. Learn. Sci. Technol.
Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari, Jacob D. Hinkle, Andrew W. Needham, Jeffrey M. Warren, Hassina Z. Bilheux
2021 J jnl
Improved Acquisition and Reconstruction for Wavelength-Resolved Neutron Tomography.
J. Imaging
Singanallur V. Venkatakrishnan, Yuxuan Zhang, Luc Dessieux, Christina Hoffmann, Philip R. Bingham, Hassina Z. Bilheux
2019 J jnl
Model-Based Iterative Reconstruction for One-Sided Ultrasonic Nondestructive Evaluation.
IEEE Trans. Computational Imaging
Hani Almansouri, Singanallur V. Venkatakrishnan, Charles A. Bouman, Hector J. Santos-Villalobos
2019 J jnl
X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR.
CoRR
Amirkoushyar Ziabari, Michael Kirka, Vincent C. Paquit, Philip R. Bingham, Singanallur V. Venkatakrishnan
2018 — conf
Ultrasonic Model-Based Iterative Reconstruction with Spatially Variant Regularization for One-Sided Non-Destructive Evaluation.
Computational Imaging
Hani Almansouri, Singanallur V. Venkatakrishnan, Dwight Clayton, Yarom Polsky, Charles A. Bouman, Hector J. Santos-Villalobos
2016 — conf
Convolutional neural networks at the interface of physical and digital data.
AIPR
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
2016 J jnl
EMBIRA: An Accelerator for Model-Based Iterative Reconstruction.
IEEE Trans. Very Large Scale Integr. Syst.
Junshi Liu, Swagath Venkataramani, Singanallur V. Venkatakrishnan, Yun Pan, Charles A. Bouman, Anand Raghunathan
2016 J jnl
Robust X-Ray Phase Ptycho-Tomography.
IEEE Signal Process. Lett.
Singanallur V. Venkatakrishnan, Maryam Farmand, Young-Sang Yu, Hasti Majidi, Klaus van Benthem, Stefano Marchesini, David A. Shapiro, Alexander Hexemer
2013 — conf
Model based iterative reconstruction for Bright Field electron tomography.
Computational Imaging
Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Marc De Graef, Jeff P. Simmons, Charles A. Bouman
2013 — conf
Plug-and-Play priors for model based reconstruction.
GlobalSIP
Singanallur V. Venkatakrishnan, Charles A. Bouman, Brendt Wohlberg
2012 — conf
Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM).
SSP
Singanallur V. Venkatakrishnan, Lawrence F. Drummy, Michael A. Jackson, Marc De Graef, Jeff P. Simmons, Charles A. Bouman