Home

Roi Ronen

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

ronen.roi@gmail.com

+972 522794931

Roi Ronen

ABOUT ME


Update: I am looking for a summer internship

I'm a Ph.D. student at the Electrical and Computer Engineering Department, Technion, Israel, under the supervision of Prof. Yoav Schechner. 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 I conducted a summer internship at Amazon Web Service - 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.

Resume

Google Scholar

ORCiD

Github


Facebook

Linkdin

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

6
Publications
15
Citations
50+
Visitors

UPDATES / HIGHLIGHTS

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 univrsity - 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%