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Picture for Gordon Wetzstein

Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems


Apr 06, 2021
Edwin Vargas, Julien N. P. Martel, Gordon Wetzstein, Henry Arguello


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ScanGAN360: A Generative Model of Realistic Scanpaths for 360$^{\circ}$ Images


Mar 25, 2021
Daniel Martin, Ana Serrano, Alexander W. Bergman, Gordon Wetzstein, Belen Masia


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Neural Lumigraph Rendering


Mar 22, 2021
Petr Kellnhofer, Lars Jebe, Andrew Jones, Ryan Spicer, Kari Pulli, Gordon Wetzstein

* Project website: http://www.computationalimaging.org/publications/nlr/ 

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AutoInt: Automatic Integration for Fast Neural Volume Rendering


Dec 03, 2020
David B. Lindell, Julien N. P. Martel, Gordon Wetzstein


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pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis


Dec 02, 2020
Eric R. Chan, Marco Monteiro, Petr Kellnhofer, Jiajun Wu, Gordon Wetzstein


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SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate


Oct 25, 2020
Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein


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End-to-End Hyperspectral-Depth Imaging with Learned Diffractive Optics


Sep 01, 2020
Seung-Hwan Baek, Hayato Ikoma, Daniel S. Jeon, Yuqi Li, Wolfgang Heidrich, Gordon Wetzstein, Min H. Kim


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MetaSDF: Meta-learning Signed Distance Functions


Jun 17, 2020
Vincent Sitzmann, Eric R. Chan, Richard Tucker, Noah Snavely, Gordon Wetzstein

* Project website: https://vsitzmann.github.io/metasdf/ 

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Implicit Neural Representations with Periodic Activation Functions


Jun 17, 2020
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein

* Project website: https://vsitzmann.github.io/siren/ Project video: https://youtu.be/Q2fLWGBeaiI 

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State of the Art on Neural Rendering


Apr 08, 2020
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason Saragih, Matthias Nießner, Rohit Pandey, Sean Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B Goldman, Michael Zollhöfer

* Eurographics 2020 survey paper 

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Event Based, Near Eye Gaze Tracking Beyond 10,000Hz


Apr 07, 2020
Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jorg Conradt, Gordon Wetzstein

* Technical report 

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Inferring Semantic Information with 3D Neural Scene Representations


Mar 28, 2020
Amit Kohli, Vincent Sitzmann, Gordon Wetzstein

* Project page can be found in https://www.computationalimaging.org/publications/ 

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Deep S$^3$PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models


Feb 14, 2020
Christopher A. Metzler, Gordon Wetzstein


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Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances


Dec 13, 2019
Christopher A. Metzler, David B. Lindell, Gordon Wetzstein


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Deep Optics for Single-shot High-dynamic-range Imaging


Aug 01, 2019
Christopher A. Metzler, Hayato Ikoma, Yifan Peng, Gordon Wetzstein


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Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations


Jun 04, 2019
Vincent Sitzmann, Michael Zollhöfer, Gordon Wetzstein

* Video: https://youtu.be/6vMEBWD8O20 Project page: https://vsitzmann.github.io/srns/ 

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Deep Optics for Monocular Depth Estimation and 3D Object Detection


Apr 18, 2019
Julie Chang, Gordon Wetzstein

* 10 pages, 5 figures 

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LiFF: Light Field Features in Scale and Depth


Jan 13, 2019
Donald G. Dansereau, Bernd Girod, Gordon Wetzstein


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DeepVoxels: Learning Persistent 3D Feature Embeddings


Dec 03, 2018
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer

* Video: https://www.youtube.com/watch?v=HM_WsZhoGXw Supplemental material: https://drive.google.com/file/d/1BnZRyNcVUty6-LxAstN83H79ktUq8Cjp/view?usp=sharing 

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Convolutional Sparse Coding for High Dynamic Range Imaging


Jun 13, 2018
Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belen Masia

* Computer Graphics Forum 35, 2, Pages 153-163 (May 2016) 

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Non-line-of-sight Imaging with Partial Occluders and Surface Normals


Apr 04, 2018
Felix Heide, Matthew O'Toole, Kai Zang, David Lindell, Steven Diamond, Gordon Wetzstein


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How do people explore virtual environments?


Sep 19, 2017
Vincent Sitzmann, Ana Serrano, Amy Pavel, Maneesh Agrawala, Diego Gutierrez, Belen Masia, Gordon Wetzstein

* First two authors contributed equally 

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Unrolled Optimization with Deep Priors


May 22, 2017
Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein

* First two authors contributed equally 

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Snapshot Difference Imaging using Time-of-Flight Sensors


May 19, 2017
Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias Hullin


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Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data


Jan 23, 2017
Steven Diamond, Vincent Sitzmann, Stephen Boyd, Gordon Wetzstein, Felix Heide


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