Felix Heide

LSD-3D: Large-Scale 3D Driving Scene Generation with Geometry Grounding

Julian Ost, Andrea Ramazzina, Amogh Joshi, Maximilian Bömer, Mario Bijelic, Felix Heide

AAAI 2026

UniLiPs: Unified LiDAR Pseudo-Labeling with Geometry-Grounded Dynamic Scene Decomposition

Filippo Ghilotti, Samuel Brucker, Nahku Saidy, Matteo Matteucci, Mario Bijelic, Felix Heide

3DV 2026

Too Tiny to See: Hazardous Obstacle Detection Dataset and Evaluation

Topi Miekkala, Samuel Brucker, Stefanie Walz, Filippo Ghilotti, Andrea Ramazzina, Dominik Scheuble, Pasi Pyykönen, Mario Bijelic, Felix Heide

3DV 2026

Seeing Through Fibers: Unsupervised Image Reconstruction in Fiber Bundle Imaging Systems

Amir Reza Vazifeh, Congli Wang, Amogh Joshi, Ilya Chugunov, Jipeng Sun, Jiwoon Yeom, Jason W. Fleischer, José S. Pulido, Felix Heide

Optics Express 2026

Neural Atlas Graphs for Dynamic Scene Decomposition and Editing

Jan Philipp Schneider, Pratik Singh Bisht, Ilya Chugunov, Andreas Kolb, Michael Moeller, Felix Heide

NeurIPS 2025 (Spotlight)

HEIR: Learning Graph-Based Motion Hierarchies

Cheng Zheng, William Koch, Baiang Li, Felix Heide

NeurIPS 2025

A Multi-Modal Benchmark for Long-Range Depth Evaluation in Adverse Weather Conditions

Stefanie Walz, Andrea Ramazzina, Dominik Scheuble, Samuel Brucker, Alexander Zuber, Werner Ritter, Mario Bijelic, Felix Heide

IROS 2025

Transient LASSO: Transient Large-Scale Scene Reconstruction

Dominik Scheuble, Andrea Ramazzina, Hanno Holzhüter, Stefano Gasperini, Steven Peters, Federico Tombari, Mario Bijelic, Felix Heide

SIGGRAPH Asia 2025

Artifact-Resilient Real-Time Holography

Victor Chu, Oscar Pueyo-Ciutad, Ethan Tseng, Florian Schiffers, Grace Kuo, Nathan Matsuda, Albert Redo-Sanchez, Oliver Cossairt, Douglas Lanman, Felix Heide

SIGGRAPH Asia 2025

Large-Area Fabrication-Aware Computational Diffractive Optics

Kaixuan Wei, Hector A. Jimenez-Romero, Hadi Amata, Jipeng Sun, Qiang Fu, Felix Heide, Wolfgang Heidrich

SIGGRAPH Asia 2025

Towards Generalizable and Interpretable Three-dimensional Tracking with Inverse Neural Rendering

Julian Ost, Tanushree Banerjee, Mario Bijelic, Felix Heide

Nature Machine Intelligence

Lidar Waveforms are Worth 40x128x33 Words

Dominik Scheuble, Hanno Holzhüter, Steven Peters, Mario Bijelic, Felix Heide

ICCV 2025 (Highlight)

Self-Supervised Sparse Sensor Fusion for Long Range Perception

Edoardo Palladin, Samuel Brucker, Filippo Ghilotti, Praveen Narayanan, Mario Bijelic, Felix Heide

ICCV 2025

Collaborative On-Sensor Array Cameras

Jipeng Sun, Kaixuan Wei, Thomas Eboli, Congli Wang, Cheng Zheng, Zhihao Zhou, Arka Majumdar, Wolfgang Heidrich, Felix Heide

SIGGRAPH 2025

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments

Luke Rowe, Roger Girgis, Anthony Gosselin, Liam Paull, Christopher Pal, Felix Heide

CVPR 2025

Dual Exposure Stereo for Extended Dynamic Range 3D Imaging

Juhyung Choi, Jinnyeong Kim, Jinwoo Lee, Samuel Brucker, Mario Bijelic, Felix Heide, Seung-Hwan Baek

CVPR 2025

Spatially Varying Nanophotonic Neural Networks

Kaixuan Wei, Xiao Li, Johannes Froech, Praneeth Chakravarthula, James Whitehead, Ethan Tseng, Arka Majumdar, Felix Heide

Science Advances

Beating Spectral Bandwidth Limits for Large Aperture Broadband Nano-optics

Johannes Froech, Praneeth Chakravarthula, Jipeng Sun, Ethan Tseng, Shane Colburn, Alan Zhan, Forrest Miller, Anna Wirth-Singh, Quentin Tanguy, Zheyi Han, Karl Boehringer, Felix Heide, Arka Majumdar

Nature Communications

Computational Imaging with Meta-Optics

Johannes Froech, Shane Colburn, David J. Brady, Felix Heide, Ashok Veeraraghavan, Arka Majumdar

Optica 2025

Introducing the ML FMEA

Paul Schmitt, Heinz Bodo Seifert, Mario Bijelic, Krzysztof Pennar, Jerry Lopez, Felix Heide

SAE 2025

Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing

Letian Yu, Jiaxi Yang, Bo Dong, Qirui Bao, Yuanbo Wang, Felix Heide, Xiaopeng Wei, Xin Yang

AAAI 2025

CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning

Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal

CoRL 2024

Neural Light Spheres for Implicit Image Stitching and View Synthesis

Ilya Chugunov, Amogh Joshi, Kiran Murthy, Francois Bleibel, Felix Heide

SIGGRAPH Asia 2024

Learned Multi-aperture Color-coded Optics for Snapshot Hyperspectral Imaging

Zheng Shi, Xiong Dun, Haoyu Wei, Shiyu Dong, Zhanshan Wang, Xinbin Cheng, Felix Heide, Yifan Peng

SIGGRAPH Asia 2024

SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse Weather

Edoardo Palladin, Roland Dietze, Praveen Narayanan, Mario Bijelic, Felix Heide

ECCV 2024

Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar

David Borts, Erich Liang, Tim Brödermann, Andrea Ramazzina, Stefanie Walz, Edoardo Palladin, Jipeng Sun, David Bruggemann, Christos Sakaridis, Luc Van Gool, Mario Bijelic, Felix Heide

SIGGRAPH 2024

Split-Aperture 2-in-1 Computational Cameras

Zheng Shi, Ilya Chugunov, Mario Bijelic, Geoffroi Côté, Jiwoon Yeom, Qiang Fu, Hadi Amata, Wolfgang Heidrich, Felix Heide

SIGGRAPH 2024

Neural Single-Shot GHz FMCW Correlation Imaging

Cindy Pan, Noah Walsh, Yuxuan Zhang, Zheng Shi, Felix Heide

Optics Express 2024

Neural Spline Fields for Burst Image Fusion and Layer Separation

Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, Felix Heide

CVPR 2024

Gated Fields: Learning Scene Reconstruction from Gated Videos

Andrea Ramazzina, Stefanie Walz, Pragyan Dahal, Mario Bijelic, Felix Heide

CVPR 2024

Flow-Guided Online Stereo Rectification for Wide Baseline Stereo

Anush Kumar, Fahim Mannan, Omid Hosseini Jafari, Shile Li, Felix Heide

CVPR 2024

Cross-Spectral Depth Estimation from RGB and NIR-Gated Stereo Images

Samuel Brucker, Stefanie Walz, Mario Bijelic, Felix Heide

CVPR 2024 (Highlight)

Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts

Dominik Scheuble, Chenyang Lei, Seung-Hwan Baek, Mario Bijelic, Felix Heide

CVPR 2024

Neural Exposure Fusion for High-Dynamic Range Object Detection

Emmanuel Onzon, Maximilian Bömer, Fahim Mannan, Felix Heide

CVPR 2024

Dispersed Structured Light for Hyperspectral 3D Imaging

Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek

CVPR 2024

Spectral and Polarization Vision: Spectro-Polarimetric Real-World Dataset

Yujin Jeon, Eunsue Choi, Youngchan Kim, Khalid Omer, Felix Heide, Seung-Hwan Baek

CVPR 2024 (Highlight)

Robust Depth Enhancement via Polarization Prompt Fusion Tuning

Kei Ikemura, Yiming Huang, Felix Heide, Zhaoxiang Zhang, Qifeng Chen, Chenyang Lei

CVPR 2024

Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display

Ethan Tseng, Grace Kuo, Seung-Hwan Baek, Nathan Matsuda, Andrew Maimone, Florian Schiffers,

Praneeth Chakravarthula, Qiang Fu, Wolfgang Heidrich, Douglas Lanman, Felix Heide

Nature Communications

Roadmap for Optical Metasurfaces

Arseniy I. Kuznetsov, Mark L. Brongersma, Felix Heide, et al.

ACS Photonics 2024 (Cover Article and Editors Choice)

Thin On-Sensor Nanophotonic Array Cameras

Praneeth Chakravarthula, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froech, Arka Majumdar, Felix Heide

SIGGRAPH Asia 2023

Kissing to Find a Match: Efficient Low-Rank Permutation Representation

Hannah Dröge, Zorah Lähner, Yuval Bahat, Onofre Martorell, Felix Heide, Michael Möller

NeurIPS 2023

ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering

Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide

ICCV 2023

Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions

Gene Chou, Yuval Bahat, Felix Heide

ICCV 2023

Single Depth-image 3D Reflection Symmetry and Shape Prediction

Zhaoxuan Zhang, Bo Dong, Tong Li, Felix Heide, Pieter Peers, Baocai Yin, Xin Yang

ICCV 2023

Multi-view Spectral Polarization Propagation for Video Glass Segmentation

Yu Qiao, Bo Dong, Ao Jin, Yu Fu, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang

ICCV 2023

Hexagonal Diffractive Optical Elements

Yidan Zheng, Qiang Fu, Hadi Amata, Praneeth Chakravarthula, Felix Heide, Wolfgang Heidrich

Optics Express 2023

∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization

Zeqiang Lai, Kaixuan Wei, Ying Fu, Philipp Härtel, Felix Heide

SIGGRAPH 2023

In the Blink of an Eye: Event-based Emotion Recognition

Haiwei Zhang, Jiqing Zhang, Bo Dong, Pieter Peers, Wenwei Wu, Xiaopeng Wei, Felix Heide, Xin Yang

SIGGRAPH 2023

Stochastic Light Field Holography

Florian Schiffers, Praneeth Chakravarthula, Nathan Matsuda, Grace Kuo, Ethan Tseng, Douglas Lanman, Felix Heide, Oliver Cossairt

ICCP 2023

Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues

Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Fahim Mannan, Felix Heide

CVPR 2023

Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography

Ilya Chugunov, Yuxuan Zhang, Felix Heide

CVPR 2023

LiDAR-in-the-loop Hyperparameter Optimization

Félix Goudreault, Dominik Scheuble, Mario Bijelic, Nicolas Robidoux, Felix Heide

CVPR 2023

Seeing With Sound: Acoustic Beamforming for Multimodal Scene Understanding

Praneeth Chakravarthula, Jim Aldon D'Souza, Ethan Tseng, Joe Bartusek, Felix Heide

CVPR 2023

The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection

Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide

CVPR 2023

Instance Segmentation in the Dark

Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide

IJCV 2023

Pupil-aware Holography

Praneeth Chakravarthula, Seung-Hwan Baek, Florian Schiffers, Ethan Tseng, Grace Kuo, Andrew Maimone, Nathan Matsuda, Oliver Cossairt, Douglas Lanman, Felix Heide

SIGGRAPH Asia 2022

Neural Photo-Finishing

Ethan Tseng, Yuxuan Zhang, Lars Jebe, Cecilia Zhang, Zhihao Xia, Yifei Fan, Felix Heide, Jiawen Chen

SIGGRAPH Asia 2022

Differentiable Point-Based Radiance Fields for Efficient View Synthesis

Qiang Zhang, Seung-Hwan Baek, Szymon Rusinkiewicz, Felix Heide

SIGGRAPH Asia 2022

Single Scattering Models for Radiative Transfer of Isotropic and Cone-shaped Light Sources in Fog

Simon Geiger, André Liemert, Dominik Reitzle, Mario Bijelic, Andrea Ramazzina, Werner Ritter, Felix Heide, and Alwin Kienle

Optics Express 2022

GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions

Gene Chou, Ilya Chugunov, Felix Heide

NeurIPS 2022

Biologically Inspired Dynamic Thresholds for Spiking Neural Networks

Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang

NeurIPS 2022

All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines

Yuxuan Zhang, Bo Dong, Felix Heide

ECCV 2022

Centimeter-Wave Free-Space Neural Time-of-Flight Imaging

Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide

SIGGRAPH 2022

Seeing Through Obstructions with Diffractive Cloaking

Zheng Shi, Yuval Bahat, Seung-Hwan Baek, Qiang Fu, Hadi Amata, Xiao Li, Praneeth Chakravarthula, Wolfgang Heidrich, Felix Heide

SIGGRAPH 2022

Hogel-free Holography

Praneeth Chakravarthula, Ethan Tseng, Henry Fuchs, Felix Heide

SIGGRAPH 2022

A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging

Jingang Zhang, Runmu Su, Qiang Fu, Wenqi Ren, Felix Heide, Yunfeng Nie

Nature Scientific Reports

Gated2Gated: Self-Supervised Depth Estimation from Gated Images

Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank Julca-Aguilar, Michael Langer, Werner Ritter, Felix Heide

CVPR 2022 (Oral)

The Implicit Values of A Good Hand Shake : Handheld Multi-Frame Neural Depth Refinement

Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Cecilia Zhang, Jiawen Chen, Felix Heide

CVPR 2022 (Oral)

All-photon Polarimetric Time-of-Flight Imaging

Seung-Hwan Baek and Felix Heide

CVPR 2022

LiDAR Snowfall Simulation for Robust 3D Object Detection

Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin Dai, Lux Van Gool

CVPR 2022 (Oral)

Neural Point Light Fields

Julian Ost, Issam Laradji, Alejandro Newell, Yuval Bahat, Felix Heide

CVPR 2022

Glass Segmentation using Intensity and Spectral Polarization Cues

Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, and Xin Yang

CVPR 2022

Spiking Transformers for Event-based Single Object Tracking

Jiqing Zhang, Bo Dong, Haiwei Zhang, Jianchuan Ding, Felix Heide, Baocai Yin, and Xin Yang

CVPR 2022

Neural Nano-Optics for High-quality Thin Lens Imaging

Ethan Tseng, Shane Colburn, James Whitehead, Luocheng Huang, Seung-Hwan Baek, Arka Majumdar, Felix Heide,

Nature Communications

Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction

Roger Girgis, Florian Golemo, Felipe Codevilla, Martin Weiss, Jim Aldon D'Souza, Samira Ebrahimi Kahou, Felix Heide, Christopher Pal

ICLR 2022 (Spotlight Paper)

Gated3D: Domain Transfer for Long Distance Imaging and Vision through Scattering Media

Frank Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide

ICCV 2021

Polarimetric Spatio-Temporal Light Transport Probing

Seung-Hwan Baek and Felix Heide

SIGGRAPH Asia 2021

Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design

Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide

SIGGRAPH 2021

Low-Cost SPAD Sensing for Non-Line-Of-Sight Tracking, Material Classification and Depth Imaging

Clara Callenberg, Zheng Shi, Felix Heide, Matthias B. Hullin

SIGGRAPH 2021

Dirty Pixels: Towards End-to-End Image Processing and Perception

Steven Diamond, Vincent Sitzmann, Frank Julca-Aguilar, Stephen Boyd, Gordon Wetzstein, Felix Heide

SIGGRAPH 2021

Thallo – Scheduling for High-Performance Large-scale Non-linear Least-Squares Solvers

Michael Mara, Felix Heide, Michael Zollhöfer, Matthias Nießner, Pat Hanrahan

SIGGRAPH 2021

Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo

Seung-Hwan Baek, Felix Heide

CVPR 2021 (Oral)

Neural Scene Graphs for Dynamic Scenes

Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide

CVPR 2021 (Oral)

Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging

Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide

CVPR 2021

Neural Auto Exposure for High-Dynamic Range Object Detection

Emmanuel Onzon, Fahim Mannan, Felix Heide

CVPR 2021

Adversarial Imaging Pipelines

Buu Phan, Fahim Mannan, Felix Heide

CVPR 2021

End-to-end High Dynamic Range Camera Pipeline Optimization

Nicolas Robidoux, Luis Eduardo Garcia Capel, Dong-eun Seo, Avinash Sharma, Federico Ariza, Felix Heide

CVPR 2021

ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media

Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide

CVPR 2021

Learned Feature Embeddings for Non-Line-of-Sight Imaging and Recognition

Wenzheng Chen, Fangyin Wei, Kyros Kutulakos, Szymon Rusinkiewicz, Felix Heide

SIGGRAPH Asia 2020

Learned Hardware-in-the-loop Phase Retrieval for Holographic Near-Eye Displays

Praneeth Chakravarthula, Ethan Tseng, Tarun Srivastava, Henry Fuchs, Felix Heide

SIGGRAPH Asia 2020

Learning Rank-1 Diffractive Optics for Single-shot High Dynamic Range Imaging

Qilin Sun, Ethan Tseng, Qiang Fu, Wolfgang Heidrich, Felix Heide

CVPR 2020 (Oral)

Hardware-in-the-loop End-to-end Optimization of Camera Image Processing Pipelines

Ali Mosleh, Avinash Sharma, Emmanuel Onzon, Fahim Mannan, Nicolas Robidoux, Felix Heide

CVPR 2020 (Oral)

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

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

CVPR 2020

Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather

Mario Bijelic, Tobias Gruber, Fahim Mannan, Florian Kraus, Werner Ritter, Klaus Dietmayer, Felix Heide

CVPR 2020

Single-shot Monocular RGB-D Imaging using Uneven Double Refraction

Andreas Meuleman, Seung-Hwan Baek, Felix Heide, Min H. Kim

CVPR 2020 (Oral)

Defending Against Universal Attacks Through Selective Feature Regeneration

Tejas Borkar, Felix Heide, Lina Karam

CVPR 2020

Deep-inverse correlography: towards real-time high-resolution non-line-of-sight imaging

Christopher A. Metzler, Felix Heide, Prasana Rangarajan, Muralidhar Madabhushi Balaji, Aparna Viswanath, Ashok Veeraraghavan, Richard G. Baraniuk

Optica 2020

Learned Large Field-of-View Imaging With Thin-Plate Optics

Yifan Peng, Qilin Sun, Xiong Dun, Gordon Wetzstein, Wolfgang Heidrich, Felix Heide

SIGGRAPH Asia 2019

Wirtinger Holography for Near-Eye Displays

Praneeth Chakravarthula, Yifan Peng, Joel Kollin, Henry Fuchs, Felix Heide

SIGGRAPH Asia 2019

Gated2Depth: Real-time Dense Lidar from Gated Images

Tobias Gruber, Frank Julca-Aguilar, Mario Bijelic, Felix Heide

ICCV 2019 (Oral)

Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios

Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer

3DV 2019

Hyperparameter Optimization in Black-box Image Processing using Differentiable Proxies

Ethan Tseng, Felix Yu, Yuting Yang, Fahim Mannan, Karl St. Arnaud, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide

SIGGRAPH 2019

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

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

ACM TOG, presented at SIGGRAPH 2019

Steady-state Non-Line-of-Sight Imaging

Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide

CVPR 2019 (Oral)

DeepVoxels: Learning Persistent 3D Feature Embeddings

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

CVPR 2019 (Oral)

Sub-picosecond photon-efficient 3D imaging using single-photon sensors

Felix Heide, Steven Diamond, David B. Lindell, Gordon Wetzstein

Nature Scientific Reports

Transient Convolutional Imaging

Felix Heide

IEEE Dissertation Hightlights

Discriminative Transfer Learning for General Image Restoration

Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch

IEEE Transactions on Image Processing (TIP) 2018

End-to-end Optimization of Optics and Image Processing for Achromatic Extended Depth of Field and Super-resolution Imaging

Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen Boyd, Wolfgang Heidrich Felix Heide, Gordon Wetzstein

Siggraph 2018

Deep End-to-End Time-of-Flight Imaging

Shuochen Su, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich

CVPR 2018

Focal Sweep Imaging with Multi-focal Diffractive Optics

Yifan Peng, Xiong Dun, Qilin Sun, Felix Heide, Wolfgang Heidrich

ICCP 2018

Snapshot Difference Imaging using Correlation Time-of-Flight Sensors

Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias B. Hullin

Siggraph Asia 2017

IDEAL: Image DEnoising AcceLerator

Mostafa Mahmoud, Bojian Zheng, Alberto Delmás Lascorz, Felix Heide, Jonathan Assouline, Paul Boucher, Emmanuel Onzon, Andreas Moshovos

MICRO-50 2017

Consensus Convolutional Sparse Coding

Biswarup Choudhury*, Robin Swanson*, Felix Heide* , Gordon Wetzstein, Wolfgang Heidrich (* joint first authors)

ICCV 2017

Reconstructing Transient Images from Single-Photon Sensors

Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein

CVPR 2017

Convolutional Sparse Coding for RGB+NIR Imaging

Xuemei Hu, Felix Heide, Qionghai Dai, Gordon Wetzstein

IEEE Transactions on Image Processing (TIP) 2017

Structure-Aware Computational Imaging

Felix Heide

Ph.D. dissertation, 2017

won the Alain Fournier Award
won the ACM SIGGRAPH outstanding doctoral dissertation award

Encoded diffractive optics for full-spectrum computational imaging

Felix Heide, Qiang Fu, Yifan Peng, Wolfgang Heidrich

Nature Scientific Reports

ProxImaL: Efficient Image Optimization Using Proximal Algorithms

Felix Heide, Steven Diamond, Jonathan Ragan-Kelley, Matthias Niessner, Wolfgang Heidrich, Gordon Wetzstein

SIGGRAPH 2016

Computational Imaging with Phased Time-of-Flight Camera Arrays

Shikhar Shrestha*, Felix Heide* , Wolfgang Heidrich, Gordon Wetzstein (* joint first authors)

SIGGRAPH 2016

The Diffractive Achromat: Full Spectrum Computational Imaging with Diffractive Optics

Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich

SIGGRAPH 2016

Material Classification Using Raw Time-of-Flight Measurements

Shuochen Su. Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias Hullin, Wolfgang Heidrich

CVPR 2015

Convolutional Sparse Coding for High Dynamic Range Imaging

Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belen Masia

Computer Graphics Forum (presented at Eurographics 2016)

Computational Imaging Using Lightweight Diffractive-Refractive Optics

Yifan Peng, Hadi Amata, Shuochen Su, Felix Heide, Wolfgang Heidrich

Optics Express, 2015

Doppler Time-of-Flight Imaging

Felix Heide, Wolfgang Heidrich, Matthias B. Hullin, Gordon Wetzstein

SIGGRAPH 2015

Fast and Flexible Convolutional Sparse Coding

Felix Heide, Wolfgang Heidrich, Gordon Wetzstein

CVPR 2015 (Oral)

Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras

Lei Xiao, Felix Heide, Matthew O'Toole, Andreas Kolb, Matthias B. Hullin, Kiriakos N. Kutulakos, Wolfgang Heidrich

CVPR 2015

Stochastic Blind Motion Deblurring

Lei Xiao, James Gregson, Felix Heide, Wolfgang Heidrich

IEEE Transactions on Image Processing, 2015

FlexISP: A Flexible Camera Image Processing Framework

Felix Heide, Markus Steinberger, Yun-Ta Tsai, Mushfiqur Rouf, David Pająk, Dikpal Reddy,
Orazio Gallo, Jing Liu, Wolfgang Heidrich, Karen Egiazarian, Jan Kautz, Kari Pulli

SIGGRAPH Asia 2014