Felix Heide

Felix Heide

Professor
Princeton University

Princeton Computational Imaging Lab

fheide@cs.princeton.edu



Biography

I'm a professor of Computer Science at Princeton, where I lead the Princeton Computational Imaging Lab, and I am the Head of AI at Torc Robotics which builds full autonomy stacks for self-driving trucks. I previously founded the startup Algolux which was acquired by Torc and Daimler Trucks. My group at Princeton explores imaging and computer vision approaches that allow computers to see and understand what seems invisible today — enabling super-human capabilities for the cameras in our vehicles, personal devices, microscopes, telescopes, and the instrumentation we use for fundamental research in physics. This includes today's capture and vision challenges, including harsh environmental conditions, e.g., imaging under ultra-low or high illumination or computer vision through dense fog, rain, and snow, imaging at ultra-fast or slow time scales, freezing light in motion, imaging at extreme scene scales, from super-resolution microscopy to kilometer-scale depth sensing, and imaging via proxies using nearby object surfaces as sensors instead. Researching vision systems end-to-end, my work lies at the intersection of optics, machine learning, optimization, computer graphics, and computer vision. I received my Ph.D. from the University of British Columbia, and I was a postdoc at Stanford University. My doctoral dissertation won the Alain Fournier Ph.D. Dissertation Award and the SIGGRAPH outstanding doctoral dissertation award. I was recently named SIGGRAPH Significant New Researcher, Sloan Research Fellow and Packard Fellow.

Publications

List of recent publications:


 
Spatially Varying Nanophotonic Neural Networks
Kaixuan Wei, Xiao Li, Johannes Froech, Praneeth Chakravarthula, James Whitehead, Ethan Tseng, Arka Majumdar, Felix Heide
Science Advances

 
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

 
Inverse Neural Rendering for Explainable Multi-Object Tracking
Julian Ost, Tanushree Banerjee, Mario Bijelic, Felix Heide
arXiv Preprint

 
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

 
Imaging in scattering media using correlation image sensors and sparse convolutional coding
Felix Heide, Lei Xiao, Andreas Kolb, Matthias B. Hullin, Wolfgang Heidrich
Optics Express, 2014

 
Cascaded Displays: Spatiotemporal Superresolution using Offset Pixel Layers
Felix Heide, Douglas Lanman, Dikpal Reddy, Jan Kautz, Kari Pulli, David Luebke
SIGGRAPH 2014

 
Temporal Frequency Probing for 5D Transient Analysis of Global Light Transport
Matthew O'Toole, Felix Heide, Lei Xiao, Matthias B. Hullin, Wolfgang Heidrich, Kiriakos N. Kutulakos
SIGGRAPH 2014

 
Diffuse Mirrors: ''Looking Around Corners'' Using Inexpensive Time-of-Flight Sensors
Felix Heide, Lei Xiao, Wolfgang Heidrich, Matthias B. Hullin
CVPR 2014 (Oral)

 
Compressive multi-mode superresolution display
Felix Heide, James Gregson, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich
Optics Express, 2014

 
Low-budget Transient Imaging using Photonic Mixer Devices
Felix Heide, Matthias B. Hullin, James Gregson, Wolfgang Heidrich
SIGGRAPH 2013

 
Adaptive Image Synthesis for Compressive Displays
Felix Heide, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich
SIGGRAPH 2013

 
High-Quality Computational Imaging Through Simple Lenses
Felix Heide, Mushfiqur Rouf, Matthias B. Hullin, Bjorn Labitzke, Wolfgang Heidrich, Andreas Kolb.
ACM Transactions on Graphics 2013 (presented at SIGGRAPH 2013)

 
Stochastic Deconvolution
James Gregson, Felix Heide, Matthias B. Hullin, Mushfiqur Rouf, Wolfgang Heidrich
CVPR 2013

 
CALTag: High Precision Fiducial Markers for Camera Calibration
Bradley Atcheson, Felix Heide, Wolfgang Heidrich
VMV 2010