Felix Heide

198 papers A* 62A 2B 2C 1Misc 1Journal 116Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation.
CoRR
Dmitriy Rivkin, Parker Ewen, Lili Gao, Julian Ost, Stefanie Walz, Rasika Kangutkar, Mario Bijelic, Felix Heide
2026 A* conf
LSD-3D: Large-Scale 3D Driving Scene Generation with Geometry Grounding.
AAAI
Julian Ost, Andrea Ramazzina, Amogh Joshi, Maximilian Bömer, Mario Bijelic, Felix Heide
2026 J jnl
TruckDrive: Long-Range Autonomous Highway Driving Dataset.
CoRR
Filippo Ghilotti, Edoardo Palladin, Samuel Brucker, Adam Sigal, Mario Bijelic, Felix Heide
2026 J jnl
UniLiPs: Unified LiDAR Pseudo-Labeling with Geometry-Grounded Dynamic Scene Decomposition.
CoRR
Filippo Ghilotti, Samuel Brucker, Nahku Saidy, Matteo Matteucci, Mario Bijelic, Felix Heide
2026 J jnl
WorldFlow3D: Flowing Through 3D Distributions for Unbounded World Generation.
CoRR
Amogh Joshi, Julian Ost, Felix Heide
2026 J jnl
Zero-Shot Depth from Defocus.
CoRR
Yiming Zuo, Hongyu Wen, Venkat Subramanian, Patrick Chen, Karhan Kayan, Mario Bijelic, Felix Heide, Jia Deng
2025 A conf
A Multi-Modal Benchmark for Long-Range Depth Evaluation in Adverse Weather Conditions.
IROS
Stefanie Walz, Andrea Ramazzina, Dominik Scheuble, Samuel Brucker, Alexander Zuber, Werner Ritter, Mario Bijelic, Felix Heide
2025 J jnl
Artifact-Resilient Real-Time Holography.
ACM Trans. Graph.
Victor Chu, Oscar Pueyo-Ciutad, Ethan Tseng, Florian Andreas Schiffers, Grace Kuo, Nathan Matsuda, Albert Redo-Sanchez, Douglas Lanman, Oliver Cossairt, Felix Heide
2025 J jnl
Collaborative On-Sensor Array Cameras.
ACM Trans. Graph.
Jipeng Sun, Kaixuan Wei, Thomas Eboli, Congli Wang, Cheng Zheng, Zhihao Zhou, Arka Majumdar, Wolfgang Heidrich, Felix Heide
2025 A* conf
Dual Exposure Stereo for Extended Dynamic Range 3D Imaging.
CVPR
Juhyung Choi, Jinnyeong Kim, Seokjun Choi, Jinwoo Lee, Samuel Brucker, Mario Bijelic, Felix Heide, Seung-Hwan Baek
2025 J jnl
HEIR: Learning Graph-Based Motion Hierarchies.
CoRR
Cheng Zheng, William Koch, Baiang Li, Felix Heide
2025 J jnl
LSD-3D: Large-Scale 3D Driving Scene Generation with Geometry Grounding.
CoRR
Julian Ost, Andrea Ramazzina, Amogh Joshi, Maximilian Bömer, Mario Bijelic, Felix Heide
2025 J jnl
Large-Area Fabrication-aware Computational Diffractive Optics.
CoRR
Kaixuan Wei, Hector A. Jimenez Romero, Hadi Amata, Jipeng Sun, Qiang Fu, Felix Heide, Wolfgang Heidrich
2025 J jnl
Large-Area Fabrication-aware Computational Diffractive Optics.
ACM Trans. Graph.
Kaixuan Wei, Hector A. Jimenez Romero, Hadi Amata, Jipeng Sun, Qiang Fu, Felix Heide, Wolfgang Heidrich
2025 J jnl
Neural Atlas Graphs for Dynamic Scene Decomposition and Editing.
CoRR
Jan Philipp Schneider, Pratik Singh Bisht, Ilya Chugunov, Andreas Kolb, Michael Möller, Felix Heide
2025 J jnl
SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse Weather.
CoRR
Edoardo Palladin, Roland Dietze, Praveen Narayanan, Mario Bijelic, Felix Heide
2025 A* conf
Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments.
CVPR
Luke Rowe, Roger Girgis, Anthony Gosselin, Liam Paull, Christopher Pal, Felix Heide
2025 J jnl
Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments.
CoRR
Luke Rowe, Roger Girgis, Anthony Gosselin, Liam Paull, Christopher Pal, Felix Heide
2025 J jnl
Self-Supervised Sparse Sensor Fusion for Long Range Perception.
CoRR
Edoardo Palladin, Samuel Brucker, Filippo Ghilotti, Praveen Narayanan, Mario Bijelic, Felix Heide
2025 A* conf
Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing.
AAAI
Letian Yu, Jiaxi Yang, Bo Dong, Qirui Bao, Yuanbo Wang, Felix Heide, Xiaopeng Wei, Xin Yang
2025 A* conf
Transient LASSO: Transient Large-Scale Scene Reconstruction.
SIGGRAPH Asia
Dominik Scheuble, Andrea Ramazzina, Hanno Holzhüter, Stefano Gasperini, Steven Peters, Federico Tombari, Mario Bijelic, Felix Heide
2025 J jnl
VERDI: VLM-Embedded Reasoning for Autonomous Driving.
CoRR
Bowen Feng, Zhiting Mei, Baiang Li, Julian Ost, Roger Girgis, Anirudha Majumdar, Felix Heide
2024 A* conf
Cross-spectral Gated-RGB Stereo Depth Estimation.
CVPR
Samuel Brucker, Stefanie Walz, Mario Bijelic, Felix Heide
2024 J jnl
Cross-spectral Gated-RGB Stereo Depth Estimation.
CoRR
Samuel Brucker, Stefanie Walz, Mario Bijelic, Felix Heide
2024 Misc conf
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning.
CoRL
Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal
2024 J jnl
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning.
CoRR
Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal
2024 A* conf
Dispersed Structured Light for Hyperspectral 3D Imaging.
CVPR
Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek
2024 J jnl
Dual Exposure Stereo for Extended Dynamic Range 3D Imaging.
CoRR
Juhyung Choi, Jinnyeong Kim, Seokjun Choi, Jinwoo Lee, Samuel Brucker, Mario Bijelic, Felix Heide, Seung-Hwan Baek
2024 A* conf
Flow-Guided Online Stereo Rectification for Wide Baseline Stereo.
CVPR
Anush Kumar, Fahim Mannan, Omid Hosseini Jafari, Shile Li, Felix Heide
2024 A* conf
Gated Fields: Learning Scene Reconstruction from Gated Videos.
CVPR
Andrea Ramazzina, Stefanie Walz, Pragyan Dahal, Mario Bijelic, Felix Heide
2024 J jnl
Gated Fields: Learning Scene Reconstruction from Gated Videos.
CoRR
Andrea Ramazzina, Stefanie Walz, Pragyan Dahal, Mario Bijelic, Felix Heide
2024 C conf
HINT: Learning Complete Human Neural Representations from Limited Viewpoints.
IV
Alessandro Sanvito, Andrea Ramazzina, Stefanie Walz, Mario Bijelic, Felix Heide
2024 J jnl
HINT: Learning Complete Human Neural Representations from Limited Viewpoints.
CoRR
Alessandro Sanvito, Andrea Ramazzina, Stefanie Walz, Mario Bijelic, Felix Heide
2024 J jnl
Inverse Neural Rendering for Explainable Multi-Object Tracking.
CoRR
Julian Ost, Tanushree Banerjee, Mario Bijelic, Felix Heide
2024 J jnl
Learned Multi-aperture Color-coded Optics for Snapshot Hyperspectral Imaging.
ACM Trans. Graph.
Zheng Shi, Xiong Dun, Haoyu Wei, Siyu Dong, Zhanshan Wang, Xinbin Cheng, Felix Heide, Yifan Peng
2024 A* conf
Neural Exposure Fusion for High-Dynamic Range Object Detection.
CVPR
Emmanuel Onzon, Maximilian Bömer, Fahim Mannan, Felix Heide
2024 A* conf
Neural Light Spheres for Implicit Image Stitching and View Synthesis.
SIGGRAPH Asia
Ilya Chugunov, Amogh Joshi, Kiran Murthy, Francois Bleibel, Felix Heide
2024 J jnl
Neural Light Spheres for Implicit Image Stitching and View Synthesis.
CoRR
Ilya Chugunov, Amogh Joshi, Kiran Murthy, Francois Bleibel, Felix Heide
2024 A* conf
Neural Spline Fields for Burst Image Fusion and Layer Separation.
CVPR
Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, Felix Heide
2024 A* conf
Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts.
CVPR
Dominik Scheuble, Chenyang Lei, Seung-Hwan Baek, Mario Bijelic, Felix Heide
2024 J jnl
Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts.
CoRR
Dominik Scheuble, Chenyang Lei, Seung-Hwan Baek, Mario Bijelic, Felix Heide
2024 — conf
Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar.
SIGGRAPH (Conference Paper Track)
David Borts, Erich Liang, Tim Broedermann, Andrea Ramazzina, Stefanie Walz, Edoardo Palladin, Jipeng Sun, David Brüggemann, Christos Sakaridis, Luc Van Gool, Mario Bijelic, Felix Heide
2024 J jnl
Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar.
CoRR
David Borts, Erich Liang, Tim Brödermann, Andrea Ramazzina, Stefanie Walz, Edoardo Palladin, Jipeng Sun, David Brüggemann, Christos Sakaridis, Luc Van Gool, Mario Bijelic, Felix Heide
2024 A* conf
Robust Depth Enhancement via Polarization Prompt Fusion Tuning.
CVPR
Kei Ikemura, Yiming Huang, Felix Heide, Zhaoxiang Zhang, Qifeng Chen, Chenyang Lei
2024 J jnl
Robust Depth Enhancement via Polarization Prompt Fusion Tuning.
CoRR
Kei Ikemura, Yiming Huang, Felix Heide, Zhaoxiang Zhang, Qifeng Chen, Chenyang Lei
2024 — conf
SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse Weather.
ECCV (61)
Edoardo Palladin, Roland Dietze, Praveen Narayanan, Mario Bijelic, Felix Heide
2024 J jnl
SimCMF: A Simple Cross-modal Fine-tuning Strategy from Vision Foundation Models to Any Imaging Modality.
CoRR
Chenyang Lei, Liyi Chen, Jun Cen, Xiao Chen, Zhen Lei, Felix Heide, Qifeng Chen, Zhaoxiang Zhang
2024 J jnl
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality.
CoRR
Chenyang Lei, Liyi Chen, Jun Cen, Xiao Chen, Zhen Lei, Felix Heide, Ziwei Liu, Qifeng Chen, Zhaoxiang Zhang
2024 A* conf
Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset.
CVPR
Yujin Jeon, Eunsue Choi, Youngchan Kim, Yunseong Moon, Khalid Omer, Felix Heide, Seung-Hwan Baek
2024 J jnl
Split-Aperture 2-in-1 Computational Cameras.
ACM Trans. Graph.
Zheng Shi, Ilya Chugunov, Mario Bijelic, Geoffroi Côté, Jiwoon Yeom, Qiang Fu, Hadi Amata, Wolfgang Heidrich, Felix Heide
2023 J jnl
Centimeter-wave Free-space Neural Time-of-Flight Imaging.
ACM Trans. Graph.
Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide
2023 A* conf
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions.
ICCV
Gene Chou, Yuval Bahat, Felix Heide
2023 J jnl
Dispersed Structured Light for Hyperspectral 3D Imaging.
CoRR
Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek
2023 A* conf
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues.
CVPR
Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide
2023 J jnl
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues.
CoRR
Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide
2023 — conf
In the Blink of an Eye: Event-based Emotion Recognition.
SIGGRAPH (Conference Paper Track)
Haiwei Zhang, Jiqing Zhang, Bo Dong, Pieter Peers, Wenwei Wu, Xiaopeng Wei, Felix Heide, Xin Yang
2023 J jnl
In the Blink of an Eye: Event-based Emotion Recognition.
CoRR
Haiwei Zhang, Jiqing Zhang, Bo Dong, Pieter Peers, Wenwei Wu, Xiaopeng Wei, Felix Heide, Xin Yang
2023 J jnl
Instance Segmentation in the Dark.
CoRR
Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide
2023 J jnl
Instance Segmentation in the Dark.
Int. J. Comput. Vis.
Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide
2023 A* conf
Kissing to Find a Match: Efficient Low-Rank Permutation Representation.
NeurIPS
Hannah Dröge, Zorah Lähner, Yuval Bahat, Onofre Martorell Nadal, Felix Heide, Michael Moeller
2023 J jnl
Kissing to Find a Match: Efficient Low-Rank Permutation Representation.
CoRR
Hannah Dröge, Zorah Lähner, Yuval Bahat, Onofre Martorell, Felix Heide, Michael Möller
2023 A* conf
LiDAR-in-the-Loop Hyperparameter Optimization.
CVPR
Félix Goudreault, Dominik Scheuble, Mario Bijelic, Nicolas Robidoux, Felix Heide
2023 A* conf
Multi-view Spectral Polarization Propagation for Video Glass Segmentation.
ICCV
Yu Qiao, Bo Dong, Ao Jin, Yu Fu, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang
2023 J jnl
Neural Spline Fields for Burst Image Fusion and Layer Separation.
CoRR
Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, Felix Heide
2023 J jnl
S
CoRR
Fatemeh Azimi, Fahim Mannan, Felix Heide
2023 A* conf
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering.
ICCV
Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide
2023 J jnl
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering.
CoRR
Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide
2023 A* conf
Seeing With Sound: Long-Range Acoustic Beamforming for Multimodal Scene Understanding.
CVPR
Praneeth Chakravarthula, Jim Aldon D'Souza, Ethan Tseng, Joe Bartusek, Felix Heide
2023 A* conf
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography.
CVPR
Ilya Chugunov, Yuxuan Zhang, Felix Heide
2023 A* conf
Single Depth-image 3D Reflection Symmetry and Shape Prediction.
ICCV
Zhaoxuan Zhang, Bo Dong, Tong Li, Felix Heide, Pieter Peers, Baocai Yin, Xin Yang
2023 J jnl
Spatially Varying Nanophotonic Neural Networks.
CoRR
Kaixuan Wei, Xiao Li, Johannes E. Fröch, Praneeth Chakravarthula, James Whitehead, Ethan Tseng, Arka Majumdar, Felix Heide
2023 J jnl
Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset.
CoRR
Yujin Jeon, Eunsue Choi, Youngchan Kim, Yunseong Moon, Khalid Omer, Felix Heide, Seung-Hwan Baek
2023 B conf
Stochastic Light Field Holography.
ICCP
Florian Schiffers, Praneeth Chakravarthula, Nathan Matsuda, Grace Kuo, Ethan Tseng, Douglas Lanman, Felix Heide, Oliver Cossairt
2023 J jnl
Stochastic Light Field Holography.
CoRR
Florian Schiffers, Praneeth Chakravarthula, Nathan Matsuda, Grace Kuo, Ethan Tseng, Douglas Lanman, Felix Heide, Oliver Cossairt
2023 A* conf
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection.
CVPR
Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide
2023 J jnl
Thin On-Sensor Nanophotonic Array Cameras.
CoRR
Praneeth Chakravarthula, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froesch, Arka Majumdar, Felix Heide
2023 J jnl
Thin On-Sensor Nanophotonic Array Cameras.
ACM Trans. Graph.
Praneeth Chakravarthula, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froesch, Arka Majumdar, Felix Heide
2023 J jnl
∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization.
ACM Trans. Graph.
Zeqiang Lai, Kaixuan Wei, Ying Fu, Philipp Härtel, Felix Heide
2022 — conf
All You Need Is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines.
ECCV (19)
Yuxuan Zhang, Bo Dong, Felix Heide
2022 A* conf
All-photon Polarimetric Time-of-Flight Imaging.
CVPR
Seung-Hwan Baek, Felix Heide
2022 A* conf
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks.
NeurIPS
Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang
2022 J jnl
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks.
CoRR
Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang
2022 A* conf
Differentiable Point-Based Radiance Fields for Efficient View Synthesis.
SIGGRAPH Asia
Qiang Zhang, Seung-Hwan Baek, Szymon Rusinkiewicz, Felix Heide
2022 J jnl
Differentiable Point-Based Radiance Fields for Efficient View Synthesis.
CoRR
Qiang Zhang, Seung-Hwan Baek, Szymon Rusinkiewicz, Felix Heide
2022 J jnl
DiffusionSDF: Conditional Generative Modeling of Signed Distance Functions.
CoRR
Gene Chou, Yuval Bahat, Felix Heide
2022 A conf
Explorable Data Consistent CT Reconstruction.
BMVC
Hannah Dröge, Yuval Bahat, Felix Heide, Michael Moeller
2022 A* conf
Gated2Gated: Self-Supervised Depth Estimation from Gated Images.
CVPR
Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide
2022 A* conf
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions.
NeurIPS
Gene Chou, Ilya Chugunov, Felix Heide
2022 J jnl
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions.
CoRR
Gene Chou, Ilya Chugunov, Felix Heide
2022 A* conf
Glass Segmentation using Intensity and Spectral Polarization Cues.
CVPR
Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang
2022 J jnl
Hogel-Free Holography.
ACM Trans. Graph.
Praneeth Chakravarthula, Ethan Tseng, Henry Fuchs, Felix Heide
2022 A* conf
Latent Variable Sequential Set Transformers for Joint Multi-Agent Motion Prediction.
ICLR
Roger Girgis, Florian Golemo, Felipe Codevilla, Martin Weiss, Jim Aldon D'Souza, Samira Ebrahimi Kahou, Felix Heide, Christopher Pal
2022 A* conf
LiDAR Snowfall Simulation for Robust 3D Object Detection.
CVPR
Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin Dai, Luc Van Gool
2022 J jnl
LiDAR Snowfall Simulation for Robust 3D Object Detection.
CoRR
Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin Dai, Luc Van Gool
2022 J jnl
Neural Photo-Finishing.
ACM Trans. Graph.
Ethan Tseng, Yuxuan Zhang, Lars Jebe, Xuaner Zhang, Zhihao Xia, Yifei Fan, Felix Heide, Jiawen Chen
2022 A* conf
Neural Point Light Fields.
CVPR
Julian Ost, Issam H. Laradji, Alejandro Newell, Yuval Bahat, Felix Heide
2022 J jnl
Neural Volume Super-Resolution.
CoRR
Yuval Bahat, Yuxuan Zhang, Hendrik Sommerhoff, Andreas Kolb, Felix Heide
2022 J jnl
Pupil-Aware Holography.
ACM Trans. Graph.
Praneeth Chakravarthula, Seung-Hwan Baek, Florian Schiffers, Ethan Tseng, Grace Kuo, Andrew Maimone, Nathan Matsuda, Oliver Cossairt, Douglas Lanman, Felix Heide
2022 J jnl
Pupil-aware Holography.
CoRR
Praneeth Chakravarthula, Seung-Hwan Baek, Ethan Tseng, Andrew Maimone, Grace Kuo, Florian Schiffers, Nathan Matsuda, Oliver Cossairt, Douglas Lanman, Felix Heide
2022 — conf
SIGGRAPH course 2022: differentiable cameras and displays.
SIGGRAPH Courses
Praneeth Chakravarthula, Florian Schiffers, Oliver Cossairt, Ethan Tseng, Seung-Hwan Baek, Felix Heide
2022 J jnl
Seeing through obstructions with diffractive cloaking.
ACM Trans. Graph.
Zheng Shi, Yuval Bahat, Seung-Hwan Baek, Qiang Fu, Hadi Amata, Xiao Li, Praneeth Chakravarthula, Wolfgang Heidrich, Felix Heide
2022 J jnl
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography.
CoRR
Ilya Chugunov, Yuxuan Zhang, Felix Heide
2022 A* conf
Spiking Transformers for Event-based Single Object Tracking.
CVPR
Jiqing Zhang, Bo Dong, Haiwei Zhang, Jianchuan Ding, Felix Heide, Baocai Yin, Xin Yang
2022 J jnl
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection.
CoRR
Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide
2022 A* conf
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement.
CVPR
Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Xuaner Zhang, Jiawen Chen, Felix Heide
2021 A* conf
Adversarial Imaging Pipelines.
CVPR
Buu Phan, Fahim Mannan, Felix Heide
2021 J jnl
Adversarial Imaging Pipelines.
CoRR
Buu Phan, Fahim Mannan, Felix Heide
2021 J jnl
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines.
CoRR
Yuxuan Zhang, Bo Dong, Felix Heide
2021 J jnl
All-photon Polarimetric Time-of-Flight Imaging.
CoRR
Seung-Hwan Baek, Felix Heide
2021 J jnl
Centimeter-Wave Free-Space Time-of-Flight Imaging.
CoRR
Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide
2021 J jnl
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design.
ACM Trans. Graph.
Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide
2021 J jnl
Dirty Pixels: Towards End-to-end Image Processing and Perception.
ACM Trans. Graph.
Steven Diamond, Vincent Sitzmann, Frank D. Julca-Aguilar, Stephen P. Boyd, Gordon Wetzstein, Felix Heide
2021 A* conf
End-to-End High Dynamic Range Camera Pipeline Optimization.
CVPR
Nicolas Robidoux, Luis E. García Capel, Dongeun Seo, Avinash Sharma, Federico Ariza, Felix Heide
2021 J jnl
Gated2Gated: Self-Supervised Depth Estimation from Gated Images.
CoRR
Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide
2021 A* conf
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues.
ICCV
Frank D. Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide
2021 J jnl
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues.
CoRR
Frank D. Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide
2021 J jnl
Latent Variable Nested Set Transformers & AutoBots.
CoRR
Roger Girgis, Florian Golemo, Felipe Codevilla, Jim Aldon D'Souza, Samira Ebrahimi Kahou, Felix Heide, Christopher J. Pal
2021 J jnl
Low-cost SPAD sensing for non-line-of-sight tracking, material classification and depth imaging.
ACM Trans. Graph.
Clara Callenberg, Zheng Shi, Felix Heide, Matthias B. Hullin
2021 A* conf
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging.
CVPR
Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide
2021 J jnl
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging.
CoRR
Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide
2021 A* conf
Neural Auto-Exposure for High-Dynamic Range Object Detection.
CVPR
Emmanuel Onzon, Fahim Mannan, Felix Heide
2021 J jnl
Neural Point Light Fields.
CoRR
Julian Ost, Issam H. Laradji, Alejandro Newell, Yuval Bahat, Felix Heide
2021 J jnl
Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis.
CoRR
Julian Knodt, Seung-Hwan Baek, Felix Heide
2021 A* conf
Neural Scene Graphs for Dynamic Scenes.
CVPR
Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide
2021 J jnl
Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display.
CoRR
Seung-Hwan Baek, Ethan Tseng, Andrew Maimone, Nathan Matsuda, Grace Kuo, Qiang Fu, Wolfgang Heidrich, Douglas Lanman, Felix Heide
2021 — conf
Polarimetric Spatio-Temporal Light Transport Probing.
SIGGRAPH Emerging Technologies
Seung-Hwan Baek, Felix Heide
2021 J jnl
Polarimetric Spatio-Temporal Light Transport Probing.
CoRR
Seung-Hwan Baek, Felix Heide
2021 J jnl
Polarimetric spatio-temporal light transport probing.
ACM Trans. Graph.
Seung-Hwan Baek, Felix Heide
2021 A* conf
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo.
CVPR
Seung-Hwan Baek, Felix Heide
2021 J jnl
Thallo - Scheduling for High-Performance Large-Scale Non-Linear Least-Squares Solvers.
ACM Trans. Graph.
Michael Mara, Felix Heide, Michael Zollhöfer, Matthias Nießner, Pat Hanrahan
2021 J jnl
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement.
CoRR
Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Cecilia Zhang, Jiawen Chen, Felix Heide
2021 A* conf
ZeroScatter: Domain Transfer for Long Distance Imaging and Vision Through Scattering Media.
CVPR
Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide
2021 J jnl
ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media.
CoRR
Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide
2020 A* conf
Defending Against Universal Attacks Through Selective Feature Regeneration.
CVPR
Tejas S. Borkar, Felix Heide, Lina J. Karam
2020 A* conf
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines.
CVPR
Ali Mosleh, Avinash Sharma, Emmanuel Onzon, Fahim Mannan, Nicolas Robidoux, Felix Heide
2020 J jnl
Learned feature embeddings for non-line-of-sight imaging and recognition.
ACM Trans. Graph.
Wenzheng Chen, Fangyin Wei, Kiriakos N. Kutulakos, Szymon Rusinkiewicz, Felix Heide
2020 J jnl
Learned hardware-in-the-loop phase retrieval for holographic near-eye displays.
ACM Trans. Graph.
Praneeth Chakravarthula, Ethan Tseng, Tarun Srivastava, Henry Fuchs, Felix Heide
2020 A* conf
Learning Rank-1 Diffractive Optics for Single-Shot High Dynamic Range Imaging.
CVPR
Qilin Sun, Ethan Tseng, Qiang Fu, Wolfgang Heidrich, Felix Heide
2020 J jnl
Neural Scene Graphs for Dynamic Scenes.
CoRR
Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide
2020 J jnl
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo.
CoRR
Seung-Hwan Baek, Felix Heide
2020 A* conf
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar.
CVPR
Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide
2020 A* conf
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather.
CVPR
Mario Bijelic, Tobias Gruber, Fahim Mannan, Florian Kraus, Werner Ritter, Klaus Dietmayer, Felix Heide
2020 A* conf
Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction.
CVPR
Andreas Meuleman, Seung-Hwan Baek, Felix Heide, Min H. Kim
2019 A* conf
DeepVoxels: Learning Persistent 3D Feature Embeddings.
CVPR
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer
2019 J jnl
Defending against Adversarial Attacks through Resilient Feature Regeneration.
CoRR
Tejas S. Borkar, Felix Heide, Lina J. Karam
2019 A* conf
Gated2Depth: Real-Time Dense Lidar From Gated Images.
ICCV
Tobias Gruber, Frank D. Julca-Aguilar, Mario Bijelic, Felix Heide
2019 J jnl
Gated2Depth: Real-time Dense Lidar from Gated Images.
CoRR
Tobias Gruber, Frank D. Julca-Aguilar, Mario Bijelic, Werner Ritter, Klaus Dietmayer, Felix Heide
2019 J jnl
Hyperparameter optimization in black-box image processing using differentiable proxies.
ACM Trans. Graph.
Ethan Tseng, Felix Yu, Yuting Yang, Fahim Mannan, Karl St. Arnaud, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide
2019 J jnl
Learned large field-of-view imaging with thin-plate optics.
ACM Trans. Graph.
Yifan Peng, Qilin Sun, Xiong Dun, Gordon Wetzstein, Wolfgang Heidrich, Felix Heide
2019 J jnl
Non-line-of-sight Imaging with Partial Occluders and Surface Normals.
ACM Trans. Graph.
Felix Heide, Matthew O'Toole, Kai Zang, David B. Lindell, Steven Diamond, Gordon Wetzstein
2019 — conf
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios.
3DV
Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer
2019 J jnl
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios.
CoRR
Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer
2019 J jnl
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar.
CoRR
Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide
2019 J jnl
Seeing Through Fog Without Seeing Fog: Deep Sensor Fusion in the Absence of Labeled Training Data.
CoRR
Mario Bijelic, Fahim Mannan, Tobias Gruber, Werner Ritter, Klaus Dietmayer, Felix Heide
2019 A* conf
Steady-State Non-Line-Of-Sight Imaging.
CVPR
Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide
2019 J jnl
Wirtinger holography for near-eye displays.
ACM Trans. Graph.
Praneeth Chakravarthula, Yifan Peng, Joel S. Kollin, Henry Fuchs, Felix Heide
2018 J jnl
Convolutional Sparse Coding for High Dynamic Range Imaging.
CoRR
Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belén Masiá
2018 J jnl
Convolutional Sparse Coding for RGB+NIR Imaging.
IEEE Trans. Image Process.
Xue-mei Hu, Felix Heide, Qionghai Dai, Gordon Wetzstein
2018 A* conf
Deep End-to-End Time-of-Flight Imaging.
CVPR
Shuochen Su, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich
2018 J jnl
DeepVoxels: Learning Persistent 3D Feature Embeddings.
CoRR
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer
2018 J jnl
Discriminative Transfer Learning for General Image Restoration.
IEEE Trans. Image Process.
Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch
2018 J jnl
End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging.
ACM Trans. Graph.
Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen P. Boyd, Wolfgang Heidrich, Felix Heide, Gordon Wetzstein
2018 B conf
Focal sweep imaging with multi-focal diffractive optics.
ICCP
Yifan Peng, Xiong Dun, Qilin Sun, Felix Heide, Wolfgang Heidrich
2018 J jnl
Steady-state Non-Line-of-Sight Imaging.
CoRR
Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide
2018 J jnl
Transient Convolutional Imaging.
IEEE Computer Graphics and Applications
Felix Heide
2017 A* conf
Consensus Convolutional Sparse Coding.
ICCV
Biswarup Choudhury, Robin Swanson, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich
2017 J jnl
Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data.
CoRR
Steven Diamond, Vincent Sitzmann, Stephen P. Boyd, Gordon Wetzstein, Felix Heide
2017 J jnl
Discriminative Transfer Learning for General Image Restoration.
CoRR
Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch
2017 A* conf
IDEAL: image denoising accelerator.
MICRO
Mostafa Mahmoud, Bojian Zheng, Alberto Delmas Lascorz, Felix Heide, Jonathan Assouline, Paul Boucher, Emmanuel Onzon, Andreas Moshovos
2017 — conf
Outstanding doctoral dissertation award.
SIGGRAPH Speakers
Felix Heide
2017 A* conf
Reconstructing Transient Images from Single-Photon Sensors.
CVPR
Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein
2017 J jnl
Robust Non-line-of-sight Imaging with Single Photon Detectors.
CoRR
Felix Heide, Matthew O'Toole, Kai Zhang, David B. Lindell, Steven Diamond, Gordon Wetzstein
2017 J jnl
Snapshot Difference Imaging using Time-of-Flight Sensors.
CoRR
Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias B. Hullin
2017 J jnl
Snapshot difference imaging using correlation time-of-flight sensors.
ACM Trans. Graph.
Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias B. Hullin
2017 J jnl
Unrolled Optimization with Deep Priors.
CoRR
Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein
2016 — conf
A New Architecture for Optimization Modeling Frameworks.
PyHPC@SC
Matt Wytock, Steven Diamond, Felix Heide, Stephen P. Boyd
2016 J jnl
Computational imaging with multi-camera time-of-flight systems.
ACM Trans. Graph.
Shikhar Shrestha, Felix Heide, Wolfgang Heidrich, Gordon Wetzstein
2016 J jnl
Convolutional Sparse Coding for High Dynamic Range Imaging.
Comput. Graph. Forum
Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belén Masiá
2016 A* conf
Material Classification Using Raw Time-of-Flight Measurements.
CVPR
Shuochen Su, Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias B. Hullin, Wolfgang Heidrich
2016 J jnl
ProxImaL: efficient image optimization using proximal algorithms.
ACM Trans. Graph.
Felix Heide, Steven Diamond, Matthias Nießner, Jonathan Ragan-Kelley, Wolfgang Heidrich, Gordon Wetzstein
2016 — conf
The diffractive achromat full spectrum computational imaging with diffractive optics.
SIGGRAPH ASIA Virtual Reality meets Physical Reality
Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich
2016 J jnl
The diffractive achromat full spectrum computational imaging with diffractive optics.
ACM Trans. Graph.
Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich
2015 A* conf
Defocus deblurring and superresolution for time-of-flight depth cameras.
CVPR
Lei Xiao, Felix Heide, Matthew O'Toole, Andreas Kolb, Matthias B. Hullin, Kyros Kutulakos, Wolfgang Heidrich
2015 — conf
Doppler time-of-flight imaging.
SIGGRAPH Emerging Technologies
Felix Heide, Gordon Wetzstein, Matthias B. Hullin, Wolfgang Heidrich
2015 J jnl
Doppler time-of-flight imaging.
ACM Trans. Graph.
Felix Heide, Wolfgang Heidrich, Matthias B. Hullin, Gordon Wetzstein
2015 A* conf
Fast and flexible convolutional sparse coding.
CVPR
Felix Heide, Wolfgang Heidrich, Gordon Wetzstein
2015 J jnl
Stochastic Blind Motion Deblurring.
IEEE Trans. Image Process.
Lei Xiao, James Gregson, Felix Heide, Wolfgang Heidrich
2014 J jnl
A Compressive Multi-Mode Superresolution Display.
CoRR
Felix Heide, James Gregson, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich
2014 — conf
Cascaded displays: spatiotemporal superresolution using offset pixel layers.
SIGGRAPH Emerging Technologies
Douglas Lanman, Felix Heide, Dikpal Reddy, Jan Kautz, Kari Pulli, David P. Luebke
2014 J jnl
Cascaded displays: spatiotemporal superresolution using offset pixel layers.
ACM Trans. Graph.
Felix Heide, Douglas Lanman, Dikpal Reddy, Jan Kautz, Kari Pulli, David Luebke
2014 A* conf
Diffuse Mirrors: 3D Reconstruction from Diffuse Indirect Illumination Using Inexpensive Time-of-Flight Sensors.
CVPR
Felix Heide, Lei Xiao, Wolfgang Heidrich, Matthias B. Hullin
2014 J jnl
Temporal frequency probing for 5D transient analysis of global light transport.
ACM Trans. Graph.
Matthew O'Toole, Felix Heide, Lei Xiao, Matthias B. Hullin, Wolfgang Heidrich, Kiriakos N. Kutulakos
2013 J jnl
Adaptive image synthesis for compressive displays.
ACM Trans. Graph.
Felix Heide, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich
2013 J jnl
High-quality computational imaging through simple lenses.
ACM Trans. Graph.
Felix Heide, Mushfiqur Rouf, Matthias B. Hullin, Björn Labitzke, Wolfgang Heidrich, Andreas Kolb
2013 — conf
Light-in-flight: transient imaging using photonic mixer devices.
SIGGRAPH Emerging Technologies
Felix Heide, Matthias B. Hullin, James Gregson, Wolfgang Heidrich
2013 J jnl
Low-budget transient imaging using photonic mixer devices.
ACM Trans. Graph.
Felix Heide, Matthias B. Hullin, James Gregson, Wolfgang Heidrich
2013 A* conf
Stochastic Deconvolution.
CVPR
James Gregson, Felix Heide, Matthias B. Hullin, Mushfiqur Rouf, Wolfgang Heidrich
2010 — conf
CALTag: High Precision Fiducial Markers for Camera Calibration.
VMV
Bradley Atcheson, Felix Heide, Wolfgang Heidrich