I work at Google Research, where my professional focus on generative image processing beautifully intersects with my personal passion for photography and image editing.

I completed my PhD at Tel Aviv University's School of Electrical Engineering, under the supervision of Prof. Shai Avidan and Prof. Tali Treibitz.

Google Scholar

Dana Berman

Selected Publications

Progressive Photorealistic Simplification
Progressive Photorealistic Simplification
Adi Rosenthal, Dana Berman, Yedid Hoshen, Arik Shamir
SIGGRAPH 2026

arXiv | Project Webpage

Objectmate
ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation
Daniel Winter, Asaf Shul, Matan Cohen, Dana Berman, Yael Pritch, Alex Rav-Acha, Yedid Hoshen
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025

arXiv | Project Webpage

SVNR
SVNR: Spatially-Variant Noise Removal with Denoising Diffusion
Naama Pearl, Yaron Brodsky, Dana Berman, Assaf Zomet, Alex Rav Acha, Daniel Cohen-Or, Dani Lischinski
arXiv preprint arXiv:2306.16052, 2023

arXiv

Haze-Lines
Single Image Dehazing Using Haze-Lines
Dana Berman, Tali Treibitz, Shai Avidan
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2020

IEEE Xplore | Paper | Project Webpage

Underwater
Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset
Dana Berman, Deborah Levy, Shai Avidan, Tali Treibitz
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 8, pp. 2822-2837, 2021

IEEE Xplore | ArXiv | Code | Project Webpage & Dataset

BMVC 2017
Diving into Haze-Lines: Color Restoration of Underwater Images
Dana Berman, Tali Treibitz, Shai Avidan
BMVC 2017

Paper | Project Webpage

ICCP 2017
Air-light Estimation Using Haze-Lines
Dana Berman, Tali Treibitz, Shai Avidan
ICCP 2017

Paper | Code | Project Webpage

CVPR 2016
Non-Local Image Dehazing
Dana Berman, Tali Treibitz, Shai Avidan
CVPR 2016 (Spotlight)

Paper | Code | Project Webpage