Publications

Our publications provide insight into some of our leading-edge research.

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2024

Large Étendue 3D Holographic Display with Content-adpative Dynamic Fourier Modulation
Brian Chao, Manu Gopakumar, Suyeon Choi, Liang Shi, Jonghyun Kim, Gordon Wetzstein

2023

Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection
Yazhou Xing, Amrita Mazumdar, Anjul Patney, Chao Liu, Hongxu Danny Yin, Qifeng Chen, Jan Kautz, Iuri Frosio
Subpixel Deblurring of Anti-Aliased Raster Clip Art
Jinfan Yang, Nicholas Vining, Shakiba Kheradmand, Nathan Carr, Leonid Sigal, Alla Sheffer

2022

Variable Bitrate Neural Fields
Towaki Takikawa, Alex Evans, Jonathan Tremblay, Thomas Müller, Morgan McGuire, Alec Jacobson, Sanja Fidler
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
Thomas Müller, Alex Evans, Christoph Schied, Alex Keller
Best Technical Paper, SIGGRAPH 2022
THE BEST INVENTIONS OF 2022, TIME
Neural Fields in Visual Computing and Beyond
Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar

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

2020

Generative View Synthesis: From Single-View Semantics to Novel-View Images
Tewodros Abtegebrial, Varun Jampani, Orazio Gallo, Didier Stricker
Neural Holography
Yifan Peng, Suyeon Choi, Nitish Padmanaban, Jonghyun Kim, Gordon Wetzstein
Bi3D: Stereo Depth Estimation via Binary Classifications
Abhishek Badki, Alejandro Troccoli, Kihwan Kim, Jan Kautz, Pradeep Sen, Orazio Gallo
Meshlet Priors for 3D Mesh Reconstruction
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

2019

High-Quality Self-Supervised Deep Image Denoising
Samuli Laine, Tero Karras, Jaakko Lehtinen, Timo Aila
Extreme View Synthesis
Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, Jan Kautz
Video Stitching for Linear Camera Arrays
Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz
Matching Prescription & Visual Acuity: Towards AR for Humans
Jonghyun Kim, Michael Stengel, Jui-Yi Wu, Ben Boudaoud, Josef Spjut, Kaan Akşit, Rachel Albert, Youngmo Jeong, Trey Greer, Ward Lopes, Zander Majercik, Peter Shirley, Morgan McGuire, David Luebke
Best in Show Award - Emerging Technology in SIGGRAPH 2019

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
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

2017

On Nearest Neighbors in Non Local Means Denoising
Iuri Frosio, Jan Kautz
Computational Zoom: A Framework for Post-Capture Image Composition
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen
Reconstructing Intensity Images from Binary Spatial Gradient Cameras
Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz