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Roi Ronen

Ph.D. Student, Electrical and Computer Engineering Dep., Technion, Israel.

ronen.roi@gmail.com

+972 522794931

Roi Ronen

ABOUT ME


I'm a Ph.D. student at the Electrical and Computer Engineering Department, Technion, Israel, under the supervision of Prof. Yoav Schechner and part-time researcher at Amazon Web Service (AWS) - AI labs. My research explores the interface between machine learning, physics-based imaging, 3D tomography and computational photography. I obtained my B.Sc. in 2019 and a M.Sc. in 2021, both at the Electrical and Computer Engineering Department, Technion, Israel. In 2021 and 2023 I conducted a summer internships at AWS - AI labs. During my internship, our paper GLASS: Global to Local Attention for Scene-Text Spotting was accepted to ECCV'22, as an oral presentation. Additionally, my paper Plankton reconstruction through robust statistical optical tomography won the JOSA A Emerging Researcher Best Paper Prize for 2021.

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MY PROJECTS

Highlighted recent research projects


Clouds

Remote Sensing of Clouds

Physics-based and Deep Learning-based Cloud Tomography

Publications

Statistical

Statistically Solving Nonlinear Problems

Statistical Solutions for Inverse Problems in Imaging (CT, Denoising, Ptychography, etc.)

Publications

Deep Learning

Deep Neural Networks

Advenced Models for Computer Vision and Computational Photography

Publications

7
Publications
50
Citations
100+
Visitors

UPDATES / HIGHLIGHTS

January 2024

I'm excited to share that I started a new role as part-time researcher at AWS - AI Labs.

Oct 25, 2022

ECCV'22, Tel Aviv, Israel - Checkout our paper Glass: Global to local attention for scene-text spotting, accepted as oral presentation.

Oct 17, 2022

Received the JOSA A Emerging Researcher Best Paper Award for 2021 at FiO+LS conference, Rochester, NY.

Oct 14, 2022

Come hear my seminar at Toronto university - Robust and fast 3D tomography of natural objects, hosted by Kyros Kutulakos and David B. Lindell.

Awards:

2022/2023 - Jewish National Fund Climate Scholarships.

2021 - JOSA A Emerging Researcher Best Paper Award.

2020 - Kasher Award, 2nd place: undergrad project contest, Electrical Eng. Dep., Technion.

2019 - Apple Excellence Award.

Machine & Deep Learning

90%

3D Tomography

95%

Image & Signal Processing

85%