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ORCIDAmirkoushyar Ziabari
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2020 – today
- 2024
[j6]Amirkoushyar Ziabari
, Derek C. Rose, Abbas Shirinifard, David J. Solecki:
YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy. Pattern Recognit. Lett. 181: 37-42 (2024)- 2023
- [c9]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: 1-7 - [c8]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: 2990-2994 - 2022
- [j5]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): 32-43 (2022) - [c7]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:
Simurgh: A Framework for Cad-Driven Deep Learning Based X-Ray CT Reconstruction. ICIP 2022: 3836-3867 - [i3]Amirkoushyar Ziabari, Derek C. Rose, Abbas Shirinifard, David J. Solecki:
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy. CoRR abs/2207.06215 (2022) - 2021
- [j4]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): 25031 (2021) - [c6]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:
Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach. ICONS 2021: 14:1-14:8
2010 – 2019
- 2019
- [j3]Amirkoushyar Ziabari, Jeffrey M. Rickman, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman:
Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures. IEEE Trans. Computational Imaging 5(4): 660-674 (2019) - [c5]Amirkoushyar Ziabari, Derek C. Rose, Matthew R. Eicholtz, David J. Solecki, Abbas Shirinifard:
A 2.5d Yolo-Based Fusion Algorithm for 3d Localization Of Cells. ACSSC 2019: 2185-2190 - [c4]Amirkoushyar Ziabari, Abbas Shirinifard, Matthew R. Eicholtz, David J. Solecki, Derek C. Rose:
A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery. GlobalSIP 2019: 1-5 - [c3]Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy:
PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design. ICCAD 2019: 1-8 - [i2]Amirkoushyar Ziabari, Michael Kirka, Vincent C. Paquit, Philip R. Bingham, Singanallur V. Venkatakrishnan:
X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR. CoRR abs/1904.12585 (2019) - [i1]Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy:
PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design. CoRR abs/1906.08167 (2019) - 2018
- [c2]Amirkoushyar Ziabari, Dong Hye Ye, Somesh Srivastava, Ken D. Sauer, Jean-Baptiste Thibault, Charles A. Bouman:
2.5D Deep Learning For CT Image Reconstruction Using A Multi-GPU Implementation. ACSSC 2018: 2044-2049 - 2017
- [c1]Amirkoushyar Ziabari, Jeffrey M. Rickman, Jeffrey P. Simmons, Charles A. Bouman:
Physics based modeling for the development of soft segmentation and reconstruction algorithms. ACSSC 2017: 1875-1880 - 2016
- [b1]Amirkoushyar Ziabari:
Finite element and imaging approaches to analyze multiscale electrothermal phenomena. Purdue University, USA, 2016 - 2014
- [j2]Amirkoushyar Ziabari, Ephraim Suhir, Ali Shakouri:
Minimizing thermally induced interfacial shearing stress in a thermoelectric module with low fractional area coverage. Microelectron. J. 45(5): 547-553 (2014) - [j1]Amirkoushyar Ziabari, Je-Hyoung Park, Ehsan K. Ardestani, Jose Renau, Sung-Mo Kang, Ali Shakouri:
Power Blurring: Fast Static and Transient Thermal Analysis Method for Packaged Integrated Circuits and Power Devices. IEEE Trans. Very Large Scale Integr. Syst. 22(11): 2366-2379 (2014)
Coauthor Index
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last updated on 2024-10-07 21:21 CEST by the dblp team
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