K. Aditya Mohan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Blur Estimation

Scientific Data Management

Iterative Reconstruction

Top Venues

IEEE Trans. Computational Imaging

Computational Imaging

Publications

K. Aditya Mohan, Massimiliano Ferrucci, Chuck Divin, Garrett A. Stevenson, Hyojin Kim
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction. CoRR (2024)
K. Aditya Mohan, Jean-Baptiste Forien, Venkatesh Sridhar, Jefferson A. Cuadra, Dilworth Parkinson
Maximum Likelihood Based Phase-Retrieval Using Fresnel Propagation Forward Models With Optional Constraints. IEEE Trans. Computational Imaging 9 (2023)
Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. ICCV (2023)
Wenrui Li, Venkatesh Sridhar, K. Aditya Mohan, Saransh Singh, Jean-Baptiste Forien, Xin Liu, Gregery T. Buzzard, Charles A. Bouman
X-Ray Spectral Estimation Using Dictionary Learning. ICIP (2023)
Alan David Kaplan, Qi Cheng, K. Aditya Mohan, Lindsay D. Nelson, Sonia Jain, Harvey Levin, Abel Torres-Espin, Austin Chou, J. Russell Huie, Adam R. Ferguson, Michael McCrea, Joseph Giacino, Shivshankar Sundaram, Amy J. Markowitz, Geoffrey T. Manley
Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. IEEE J. Biomed. Health Informatics 26 (3) (2022)
K. Aditya Mohan, Alan David Kaplan
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. IEEE J. Biomed. Health Informatics 26 (5) (2022)
S. V. Venkatakrishnan, K. Aditya Mohan, Amirkoushyar Ziabari, Charles A. Bouman
Algorithm-Driven Advances for Scientific CT Instruments: From model-based to deep learning-based approaches. IEEE Signal Process. Mag. 39 (1) (2022)
Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. CoRR (2022)
Tegan F. Lakshmanan, Kyle M. Champley, K. Aditya Mohan
Weighted minimum norm algorithm for improved phase unwrapping. Computational Imaging (2022)
K. Aditya Mohan, Kyle M. Champley, Albert W. Reed, Steven M. Glenn, Harry E. Martz Jr.
Iterative Reconstruction of the Electron Density and Effective Atomic Number using a Non-Linear Forward Model. CoRR (2022)
Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya
Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields. ICCV (2021)
K. Aditya Mohan, Robert M. Panas, Jefferson A. Cuadra
SABER: A Systems Approach to Blur Estimation and Reduction in X-Ray Imaging. IEEE Trans. Image Process. 29 (2020)
K. Aditya Mohan, Dilworth Y. Parkinson, Jefferson A. Cuadra
Constrained Non-Linear Phase Retrieval for Single Distance X-ray Phase Contrast Tomography. CoRR (2020)
Alan David Kaplan, Qi Cheng, K. Aditya Mohan, Lindsay D. Nelson, Sonia Jain, Harvey Levin, Abel Torres-Espin, Austin Chou, J. Russell Huie, Adam R. Ferguson, Michael McCrea, Joseph Giacino, Shivshankar Sundaram, Amy J. Markowitz, Geoffrey T. Manley
Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. CoRR (2020)
K. Aditya Mohan, Alan David Kaplan
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. CoRR (2020)
K. Aditya Mohan, Dilworth Y. Parkinson, Jefferson A. Cuadra
Constrained Non-Linear Phase Retrieval for Single Distance Xray Phase Contrast Tomography. Computational Imaging (2020)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley
Improving Limited Angle CT Reconstruction with a Robust GAN Prior. CoRR (2019)
Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley
Extreme Few-view CT Reconstruction using Deep Inference. CoRR (2019)
K. Aditya Mohan, Robert M. Panas, Jefferson A. Cuadra
SABER: A Systems Approach to Blur Estimation and Reduction in X-ray Imaging. CoRR (2019)
K. Aditya Mohan, Prabhat KC, Charudatta Phatak, Marc De Graef, Charles A. Bouman
Model-Based Iterative Reconstruction of Magnetization Using Vector Field Electron Tomography. IEEE Trans. Computational Imaging 4 (3) (2018)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Timo Bremer
Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion. CVPR (2018)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Peer-Timo Bremer
Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion. CoRR (2017)
K. Aditya Mohan, Xianghui Xiao, Charles A. Bouman
Direct model-based tomographic reconstruction of the complex refractive index. ICIP (2016)
Xiao Wang, K. Aditya Mohan, Sherman J. Kisner, Charles A. Bouman, Samuel P. Midkiff
Fast voxel line update for time-space image reconstruction. ICASSP (2016)
S. V. Venkatakrishnan, K. Aditya Mohan, Keith Beattie, Joaquin Correa, Eli Dart, Jack Deslippe, Alexander Hexemer, Harinarayan Krishnan, Alastair A. MacDowell, Stefano Marchesini, Simon J. Patton, Talita Perciano, James A. Sethian, Rune Stromsness, Brian L. Tierney, Craig E. Tull, Daniela Ushizima, Dilworth Y. Parkinson
Making Advanced Scientific Algorithms and Big Scientific Data Management More Accessible. Computational Imaging (2016)
K. Aditya Mohan, S. V. Venkatakrishnan, John W. Gibbs, Emine Begum Gulsoy, Xianghui Xiao, Marc De Graef, Peter W. Voorhees, Charles A. Bouman
4D model-based iterative reconstruction from interlaced views. ICASSP (2015)
K. Aditya Mohan, S. V. Venkatakrishnan, John W. Gibbs, Emine Begum Gulsoy, Xianghui Xiao, Marc De Graef, Peter W. Voorhees, Charles A. Bouman
TIMBIR: A Method for Time-Space Reconstruction From Interlaced Views. IEEE Trans. Computational Imaging 1 (2) (2015)
K. Aditya Mohan, S. V. Venkatakrishnan, Lawrence F. Drummy, Jeff P. Simmons, Dilworth Y. Parkinson, Charles A. Bouman
Model-based iterative reconstruction for synchrotron X-ray tomography. ICASSP (2014)