Publications | Research

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Computational Photography and Imaging

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2021

Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission

Iuri Frosio, Aldo Marzullo, Martina Golini, Elena De Momi, Michele Catellani, Francesco Calimeri, Giuseppe Fiameni

Neural 3D Holography

Suyeon Choi, Manu Gopakumar, Yifan Peng, Jonghyun Kim, Gordon Wetzstein

Speckle-free holography with partially coherent light sources and camera-in-the-loop calibration

Yifan Peng, Suyeon Choi, Jonghyun Kim, Gordon Wetzstein

Visualizing and Communicating Errors in Rendered Images

Pontus Ebelin, Tomas Akenine-Möller, Jim Nilsson

Enabling Next-generation Holographic Displays with Artificial Intelligence

Gordon Wetzstein, Yifan Peng, Suyeon Choi, Jonghyun Kim

Binary TTC: A Temporal Geofence for Autonomous Navigation

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

Best Student Paper Honorable Mention, CVPR 2021

Visualizing Errors in Rendered High Dynamic Range Images

Pontus Ebelin, Jim Nilsson, Peter Shirley, Tomas Akenine-Möller

High-quality Holographic Displays Using Double SLMs and Camera-in-the-loop Optimization

Suyeon Choi, Yifan Peng, Jonghyun Kim, Gordon Wetzstein

Optimizing Image Quality for Holographic Near-eye Displays with Michelson Holography

Suyeon Choi, Jonghyun Kim, Yifan Peng, Gordon Wetzstein

2018

Statistical Nearest Neighbors for Image Denoising

Iuri Frosio, Jan Kautz

Separating Reflection and Transmission Images in the Wild

Patrick Wieschollek, Orazio Gallo, Jinwei Gu, Jan Kautz

ECCV

Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila

Approximate svBRDF Estimation From Mobile Phone Video

Rachel Albert, Dorian Yao Chan, Dan B Goldman, James F. O'Brien

Reblur2Deblur: Deblurring Videos via Self-Supervised Learning

Huaijin Chen, Jinwei Gu, Orazio Gallo, Ming-Yu Liu, Ashok Veeraraghavan, Jan Kautz

Learning Adaptive Parameter Tuning for Image Processing

Jingming Dong, Iuri Frosio, Jan Kautz