Felix Heide

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Latent Variable Sequential Set Transformers for Joint Multi-Agent Motion Prediction.

[BibT_eX]

[DOI]

Samira Ebrahimi Kahou

Christopher Pal

Proceedings of the Tenth International Conference on Learning Representations, 2022

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

[BibT_eX]

[DOI]

Yuxuan Zhang

Bo Dong

Proceedings of the Computer Vision - ECCV 2022, 2022

Spiking Transformers for Event-based Single Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Gated2Gated: Self-Supervised Depth Estimation from Gated Images.

[BibT_eX]

[DOI]

Michael S. Langer

Werner Ritter

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Neural Point Light Fields.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Glass Segmentation using Intensity and Spectral Polarization Cues.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

LiDAR Snowfall Simulation for Robust 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

All-photon Polarimetric Time-of-Flight Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Explorable Data Consistent CT Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

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

[BibT_eX]

[DOI]

Jean-François Lalonde

ACM Trans. Graph., 2021

Thallo - Scheduling for High-Performance Large-Scale Non-Linear Least-Squares Solvers.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2021

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

[BibT_eX]

[DOI]

Steven Diamond

Vincent Sitzmann

Stephen P. Boyd

Gordon Wetzstein

ACM Trans. Graph., 2021

Low-cost SPAD sensing for non-line-of-sight tracking, material classification and depth imaging.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2021

Polarimetric spatio-temporal light transport probing.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis.

[BibT_eX]

[DOI]

Julian Knodt

CoRR, 2021

Latent Variable Nested Set Transformers & AutoBots.

[BibT_eX]

[DOI]

Samira Ebrahimi Kahou

Christopher J. Pal

CoRR, 2021

Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

End-to-End High Dynamic Range Camera Pipeline Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Adversarial Imaging Pipelines.

[BibT_eX]

[DOI]

Buu Phan

Fahim Mannan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Neural Scene Graphs for Dynamic Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Neural Auto-Exposure for High-Dynamic Range Object Detection.

[BibT_eX]

[DOI]

Emmanuel Onzon

Fahim Mannan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learned feature embeddings for non-line-of-sight imaging and recognition.

[BibT_eX]

[DOI]

Wenzheng Chen

Fangyin Wei

Kiriakos N. Kutulakos

Szymon Rusinkiewicz

ACM Trans. Graph., 2020

Learned hardware-in-the-loop phase retrieval for holographic near-eye displays.

[BibT_eX]

[DOI]

Praneeth Chakravarthula

ACM Trans. Graph., 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Defending Against Universal Attacks Through Selective Feature Regeneration.

[BibT_eX]

[DOI]

Tejas S. Borkar

Lina J. Karam

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Hyperparameter optimization in black-box image processing using differentiable proxies.

[BibT_eX]

[DOI]

Jean-François Lalonde

ACM Trans. Graph., 2019

Learned large field-of-view imaging with thin-plate optics.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2019

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

[BibT_eX]

[DOI]

ACM Trans. Graph., 2019

Wirtinger holography for near-eye displays.

[BibT_eX]

[DOI]

Praneeth Chakravarthula

ACM Trans. Graph., 2019

Defending against Adversarial Attacks through Resilient Feature Regeneration.

[BibT_eX]

[DOI]

Tejas S. Borkar

Lina J. Karam

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Gated2Depth: Real-time Dense Lidar from Gated Images.

[BibT_eX]

[DOI]

Tobias Gruber

CoRR, 2019

Gated2Depth: Real-Time Dense Lidar From Gated Images.

[BibT_eX]

[DOI]

Tobias Gruber

Mario Bijelic

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DeepVoxels: Learning Persistent 3D Feature Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Steady-State Non-Line-Of-Sight Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2018

Discriminative Transfer Learning for General Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Convolutional Sparse Coding for RGB+NIR Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Transient Convolutional Imaging.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2018

Focal sweep imaging with multi-focal diffractive optics.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Snapshot difference imaging using correlation time-of-flight sensors.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2017

Robust Non-line-of-sight Imaging with Single Photon Detectors.

[BibT_eX]

[DOI]

CoRR, 2017

Unrolled Optimization with Deep Priors.

[BibT_eX]

[DOI]

CoRR, 2017

Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data.

[BibT_eX]

[DOI]

CoRR, 2017

Snapshot Difference Imaging using Time-of-Flight Sensors.

[BibT_eX]

[DOI]

CoRR, 2017

Outstanding doctoral dissertation award.

[BibT_eX]

[DOI]

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

IDEAL: image denoising accelerator.

[BibT_eX]

[DOI]

Mostafa Mahmoud

Bojian Zheng

Alberto Delmas Lascorz

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Consensus Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Reconstructing Transient Images from Single-Photon Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Computational imaging with multi-camera time-of-flight systems.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2016

The diffractive achromat full spectrum computational imaging with diffractive optics.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2016

ProxImaL: efficient image optimization using proximal algorithms.

[BibT_eX]

[DOI]

Steven Diamond

Matthias Nießner

Jonathan Ragan-Kelley

Wolfgang Heidrich

Gordon Wetzstein

ACM Trans. Graph., 2016

Convolutional Sparse Coding for High Dynamic Range Imaging.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2016

A New Architecture for Optimization Modeling Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Python for High-Performance and Scientific Computing, 2016

Material Classification Using Raw Time-of-Flight Measurements.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Doppler time-of-flight imaging.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2015

Stochastic Blind Motion Deblurring.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Defocus deblurring and superresolution for time-of-flight depth cameras.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Fast and flexible convolutional sparse coding.

[BibT_eX]

[DOI]

Wolfgang Heidrich

Gordon Wetzstein

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Cascaded displays: spatiotemporal superresolution using offset pixel layers.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2014

Temporal frequency probing for 5D transient analysis of global light transport.

[BibT_eX]

[DOI]

Kiriakos N. Kutulakos

ACM Trans. Graph., 2014

A Compressive Multi-Mode Superresolution Display.

[BibT_eX]

[DOI]

CoRR, 2014

Diffuse Mirrors: 3D Reconstruction from Diffuse Indirect Illumination Using Inexpensive Time-of-Flight Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Adaptive image synthesis for compressive displays.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2013

High-quality computational imaging through simple lenses.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2013

Low-budget transient imaging using photonic mixer devices.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2013

Light-in-flight: transient imaging using photonic mixer devices.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2013

Stochastic Deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2010

CALTag: High Precision Fiducial Markers for Camera Calibration.

[BibT_eX]

[DOI]

Bradley Atcheson