Amirkoushyar Ziabari

According to our database, Amirkoushyar Ziabari authored at least 17 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy.

Amirkoushyar Ziabari, Derek C. Rose, Abbas Shirinifard, David J. Solecki

Pattern Recognit. Lett., 2024

2023

Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography.

Obaidullah Rahman, Singanallur V. Venkatakrishnan, Luke Scime, Paul Brackman, Curtis Frederick, Ryan Dehoff, Vincent C. Paquit, Amirkoushyar Ziabari

Proceedings of the IEEE International Conference on Image Processing, 2023

Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications.

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

Proceedings of the High Performance Computing for Imaging 2023, 2023

2022

Algorithm-Driven Advances for Scientific CT Instruments: From model-based to deep learning-based approaches.

S. V. Venkatakrishnan, K. Aditya Mohan, Amirkoushyar Ziabari, Charles A. Bouman

IEEE Signal Process. Mag., 2022

Simurgh: A Framework for Cad-Driven Deep Learning Based X-Ray CT Reconstruction.

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

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Convolutional neural network based non-iterative reconstruction for accelerating neutron tomography.

Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari, Jacob D. Hinkle, Andrew W. Needham, Jeffrey M. Warren, Hassina Z. Bilheux

Mach. Learn. Sci. Technol., 2021

Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach.

Maryam Parsa, Catherine D. Schuman, Nitin Rathi, Amirkoushyar Ziabari, Derek C. Rose, J. Parker Mitchell, J. Travis Johnston, Bill Kay, Steven R. Young, Kaushik Roy

Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2019

Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures.

Amirkoushyar Ziabari, Jeffrey M. Rickman, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman

IEEE Trans. Computational Imaging, 2019

X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR.

Amirkoushyar Ziabari, Michael Kirka, Vincent C. Paquit, Philip R. Bingham, Singanallur V. Venkatakrishnan

CoRR, 2019

PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design.

Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy

Proceedings of the International Conference on Computer-Aided Design, 2019

A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery.

Amirkoushyar Ziabari, Abbas Shirinifard, Matthew R. Eicholtz, David J. Solecki, Derek C. Rose

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

A 2.5d Yolo-Based Fusion Algorithm for 3d Localization Of Cells.

Amirkoushyar Ziabari, Derek C. Rose, Matthew R. Eicholtz, David J. Solecki, Abbas Shirinifard

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

2.5D Deep Learning For CT Image Reconstruction Using A Multi-GPU Implementation.

Amirkoushyar Ziabari, Dong Hye Ye, Somesh Srivastava, Ken D. Sauer, Jean-Baptiste Thibault, Charles A. Bouman

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Physics based modeling for the development of soft segmentation and reconstruction algorithms.

Amirkoushyar Ziabari, Jeffrey M. Rickman, Jeffrey P. Simmons, Charles A. Bouman

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Finite element and imaging approaches to analyze multiscale electrothermal phenomena

Amirkoushyar Ziabari

PhD thesis, 2016

2014

Power Blurring: Fast Static and Transient Thermal Analysis Method for Packaged Integrated Circuits and Power Devices.

Amirkoushyar Ziabari, Je-Hyoung Park, Ehsan K. Ardestani, Jose Renau, Sung-Mo Kang, Ali Shakouri

IEEE Trans. Very Large Scale Integr. Syst., 2014

Minimizing thermally induced interfacial shearing stress in a thermoelectric module with low fractional area coverage.

Amirkoushyar Ziabari, Ephraim Suhir, Ali Shakouri

Microelectron. J., 2014