Mona Zehni

About Mona Zehni

Mona Zehni, With an exceptional h-index of 7 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Signal processing, Machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Relighting images and video using learned lighting and geometry

Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input

Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown View Tomography

CryoSWD: Sliced Wasserstein Distance Minimization for 3D Reconstruction in Cryo-electron Microscopy

Towards geometry-aware and learning-based solutions for inverse problems

An adversarial learning based approach for 2D unknown view tomography

Towards a comprehensive solution for a vision-based digitized neurological examination

An Adversarial Learning Based Approach for Unknown View Tomographic Reconstruction

Mona Zehni Information

University

Position

___

Citations(all)

110

Citations(since 2020)

101

Cited By

33

hIndex(all)

7

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Mona Zehni Skills & Research Interests

Signal processing

Machine learning

Top articles of Mona Zehni

Relighting images and video using learned lighting and geometry

2024/4/2

Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input

arXiv preprint arXiv:2312.06797

2023/12/11

Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown View Tomography

SIAM Journal on Imaging Sciences

2023/9/30

Shuai Huang
Shuai Huang

H-Index: 6

Mona Zehni
Mona Zehni

H-Index: 4

CryoSWD: Sliced Wasserstein Distance Minimization for 3D Reconstruction in Cryo-electron Microscopy

2023/6/4

Mona Zehni
Mona Zehni

H-Index: 4

Towards geometry-aware and learning-based solutions for inverse problems

2022/11/28

Mona Zehni
Mona Zehni

H-Index: 4

An adversarial learning based approach for 2D unknown view tomography

IEEE Transactions on Computational Imaging

2022/8/10

Mona Zehni
Mona Zehni

H-Index: 4

Towards a comprehensive solution for a vision-based digitized neurological examination

IEEE journal of biomedical and health informatics

2022/4/19

Trung-Hieu Hoang
Trung-Hieu Hoang

H-Index: 5

Mona Zehni
Mona Zehni

H-Index: 4

An Adversarial Learning Based Approach for Unknown View Tomographic Reconstruction

arXiv preprint arXiv:2108.09873

2021/8/23

Mona Zehni
Mona Zehni

H-Index: 4

Deepqamvs: Query-aware hierarchical pointer networks for multi-video summarization

2021/7/11

Joint learning of portrait intrinsic decomposition and relighting

arXiv preprint arXiv:2106.15305

2021/6/22

Mona Zehni
Mona Zehni

H-Index: 4

UVTOMO-GAN: An adversarial learning based approach for unknown view X-ray tomographic reconstruction

2021/4/13

Mona Zehni
Mona Zehni

H-Index: 4

MSR-GAN: Multi-Segment Reconstruction via Adversarial Learning

2021/6/6

Mona Zehni
Mona Zehni

H-Index: 4

3D Unknown View Tomography Via Rotation Invariants

2020/5/4

Mona Zehni
Mona Zehni

H-Index: 4

Shuai Huang
Shuai Huang

H-Index: 6

Joint angular refinement and reconstruction for single-particle cryo-EM

IEEE Transactions on Image Processing

2020/4/1

Mona Zehni
Mona Zehni

H-Index: 4

Michael Unser
Michael Unser

H-Index: 65

Deepsharpen: Deep-Learning Based Sharpening Of 3D Reconstruction Map From Cryo-Electron Microscopy

2020/4/4

Mona Zehni
Mona Zehni

H-Index: 4

See List of Professors in Mona Zehni University(University of Illinois at Urbana-Champaign)

Co-Authors

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