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Neural Scene Graphs for Dynamic Scenes

Nov 20, 2020
Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide


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Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar

Dec 13, 2019
Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide

* First three authors contributed equally 

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Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios

Jun 21, 2019
Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer


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Defending against Adversarial Attacks through Resilient Feature Regeneration

Jun 08, 2019
Tejas Borkar, Felix Heide, Lina Karam


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Seeing Through Fog Without Seeing Fog: Deep Sensor Fusion in the Absence of Labeled Training Data

Feb 24, 2019
Mario Bijelic, Fahim Mannan, Tobias Gruber, Werner Ritter, Klaus Dietmayer, Felix Heide


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Gated2Depth: Real-time Dense Lidar from Gated Images

Feb 13, 2019
Tobias Gruber, Frank Julca-Aguilar, Mario Bijelic, Werner Ritter, Klaus Dietmayer, Felix Heide


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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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Steady-state Non-Line-of-Sight Imaging

Nov 24, 2018
Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide


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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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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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Discriminative Transfer Learning for General Image Restoration

Mar 27, 2017
Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch


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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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