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2020 – today
- 2024
[j37]Zheng Shi
, Ilya Chugunov, Mario Bijelic, Geoffroi Côté, Jiwoon Yeom, Qiang Fu, Hadi Amata, Wolfgang Heidrich, Felix Heide:
Split-Aperture 2-in-1 Computational Cameras. ACM Trans. Graph. 43(4): 141:1-141:19 (2024)- [j36]Zheng Shi, Xiong Dun, Haoyu Wei, Siyu Dong, Zhanshan Wang, Xinbin Cheng, Felix Heide, Yifan Peng:
Learned Multi-aperture Color-coded Optics for Snapshot Hyperspectral Imaging. ACM Trans. Graph. 43(6): 208:1-208:11 (2024) - [c76]Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal:
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning. CoRL 2024: 3600-3621 - [c75]Andrea Ramazzina, Stefanie Walz, Pragyan Dahal, Mario Bijelic, Felix Heide:
Gated Fields: Learning Scene Reconstruction from Gated Videos. CVPR 2024: 10530-10541 - [c74]Anush Kumar, Fahim Mannan, Omid Hosseini Jafari, Shile Li, Felix Heide:
Flow-Guided Online Stereo Rectification for Wide Baseline Stereo. CVPR 2024: 15375-15385 - [c73]Emmanuel Onzon, Maximilian Bömer, Fahim Mannan, Felix Heide:
Neural Exposure Fusion for High-Dynamic Range Object Detection. CVPR 2024: 17564-17573 - [c72]Kei Ikemura, Yiming Huang, Felix Heide, Zhaoxiang Zhang, Qifeng Chen, Chenyang Lei:
Robust Depth Enhancement via Polarization Prompt Fusion Tuning. CVPR 2024: 20710-20720 - [c71]Dominik Scheuble, Chenyang Lei, Seung-Hwan Baek, Mario Bijelic, Felix Heide:
Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts. CVPR 2024: 21241-21250 - [c70]Samuel Brucker, Stefanie Walz, Mario Bijelic, Felix Heide:
Cross-spectral Gated-RGB Stereo Depth Estimation. CVPR 2024: 21654-21665 - [c69]Yujin Jeon, Eunsue Choi, Youngchan Kim, Yunseong Moon, Khalid Omer, Felix Heide, Seung-Hwan Baek:
Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset. CVPR 2024: 22098-22108 - [c68]Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek:
Dispersed Structured Light for Hyperspectral 3D Imaging. CVPR 2024: 24997-25006 - [c67]Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, Felix Heide:
Neural Spline Fields for Burst Image Fusion and Layer Separation. CVPR 2024: 25763-25773 - [c66]Edoardo Palladin, Roland Dietze, Praveen Narayanan, Mario Bijelic, Felix Heide:
SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse Weather. ECCV (61) 2024: 484-503 - [c65]Alessandro Sanvito, Andrea Ramazzina, Stefanie Walz, Mario Bijelic, Felix Heide:
HINT: Learning Complete Human Neural Representations from Limited Viewpoints. IV 2024: 1556-1563 - [c64]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:
Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar. SIGGRAPH (Conference Paper Track) 2024: 130 - [c63]Ilya Chugunov, Amogh Joshi, Kiran Murthy, Francois Bleibel, Felix Heide:
Neural Light Spheres for Implicit Image Stitching and View Synthesis. SIGGRAPH Asia 2024: 31:1-31:11 - [i63]Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal:
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning. CoRR abs/2403.19918 (2024) - [i62]Kei Ikemura, Yiming Huang, Felix Heide, Zhaoxiang Zhang, Qifeng Chen, Chenyang Lei:
Robust Depth Enhancement via Polarization Prompt Fusion Tuning. CoRR abs/2404.04318 (2024) - [i61]Julian Ost, Tanushree Banerjee, Mario Bijelic, Felix Heide:
Inverse Neural Rendering for Explainable Multi-Object Tracking. CoRR abs/2404.12359 (2024) - [i60]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:
Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar. CoRR abs/2405.04662 (2024) - [i59]Samuel Brucker, Stefanie Walz, Mario Bijelic, Felix Heide:
Cross-spectral Gated-RGB Stereo Depth Estimation. CoRR abs/2405.12759 (2024) - [i58]Alessandro Sanvito, Andrea Ramazzina, Stefanie Walz, Mario Bijelic, Felix Heide:
HINT: Learning Complete Human Neural Representations from Limited Viewpoints. CoRR abs/2405.19712 (2024) - [i57]Andrea Ramazzina, Stefanie Walz, Pragyan Dahal, Mario Bijelic, Felix Heide:
Gated Fields: Learning Scene Reconstruction from Gated Videos. CoRR abs/2405.19819 (2024) - [i56]Dominik Scheuble, Chenyang Lei, Seung-Hwan Baek, Mario Bijelic, Felix Heide:
Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts. CoRR abs/2406.03461 (2024) - [i55]Chenyang Lei, Liyi Chen, Jun Cen, Xiao Chen, Zhen Lei, Felix Heide, Ziwei Liu, Qifeng Chen, Zhaoxiang Zhang:
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality. CoRR abs/2409.08083 (2024) - [i54]Ilya Chugunov, Amogh Joshi, Kiran Murthy, Francois Bleibel, Felix Heide:
Neural Light Spheres for Implicit Image Stitching and View Synthesis. CoRR abs/2409.17924 (2024) - [i53]Chenyang Lei, Liyi Chen, Jun Cen, Xiao Chen, Zhen Lei, Felix Heide, Qifeng Chen, Zhaoxiang Zhang:
SimCMF: A Simple Cross-modal Fine-tuning Strategy from Vision Foundation Models to Any Imaging Modality. CoRR abs/2411.18669 (2024) - [i52]Juhyung Choi, Jinnyeong Kim, Seokjun Choi, Jinwoo Lee, Samuel Brucker, Mario Bijelic, Felix Heide, Seung-Hwan Baek:
Dual Exposure Stereo for Extended Dynamic Range 3D Imaging. CoRR abs/2412.02351 (2024) - 2023
- [j35]Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide:
Instance Segmentation in the Dark. Int. J. Comput. Vis. 131(8): 2198-2218 (2023) - [j34]Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide:
Centimeter-wave Free-space Neural Time-of-Flight Imaging. ACM Trans. Graph. 42(1): 3:1-3:18 (2023) - [j33]Zeqiang Lai, Kaixuan Wei, Ying Fu, Philipp Härtel, Felix Heide:
∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization. ACM Trans. Graph. 42(4): 105:1-105:19 (2023) - [j32]Praneeth Chakravarthula, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froesch, Arka Majumdar, Felix Heide:
Thin On-Sensor Nanophotonic Array Cameras. ACM Trans. Graph. 42(6): 249:1-249:18 (2023) - [c62]Praneeth Chakravarthula, Jim Aldon D'Souza, Ethan Tseng, Joe Bartusek, Felix Heide:
Seeing With Sound: Long-Range Acoustic Beamforming for Multimodal Scene Understanding. CVPR 2023: 982-991 - [c61]Ilya Chugunov, Yuxuan Zhang, Felix Heide:
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography. CVPR 2023: 13240-13251 - [c60]Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide:
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues. CVPR 2023: 13252-13262 - [c59]Félix Goudreault, Dominik Scheuble, Mario Bijelic, Nicolas Robidoux, Felix Heide:
LiDAR-in-the-Loop Hyperparameter Optimization. CVPR 2023: 13404-13414 - [c58]Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide:
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection. CVPR 2023: 20803-20812 - [c57]Florian Schiffers, Praneeth Chakravarthula, Nathan Matsuda, Grace Kuo, Ethan Tseng, Douglas Lanman, Felix Heide, Oliver Cossairt:
Stochastic Light Field Holography. ICCP 2023: 1-12 - [c56]Gene Chou, Yuval Bahat, Felix Heide:
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions. ICCV 2023: 2262-2272 - [c55]Zhaoxuan Zhang, Bo Dong, Tong Li, Felix Heide, Pieter Peers, Baocai Yin, Xin Yang:
Single Depth-image 3D Reflection Symmetry and Shape Prediction. ICCV 2023: 8862-8872 - [c54]Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide:
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering. ICCV 2023: 17911-17922 - [c53]Yu Qiao, Bo Dong, Ao Jin, Yu Fu, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang:
Multi-view Spectral Polarization Propagation for Video Glass Segmentation. ICCV 2023: 23161-23171 - [c52]Hannah Dröge, Zorah Lähner, Yuval Bahat, Onofre Martorell Nadal, Felix Heide, Michael Moeller:
Kissing to Find a Match: Efficient Low-Rank Permutation Representation. NeurIPS 2023 - [c51]Haiwei Zhang, Jiqing Zhang, Bo Dong, Pieter Peers, Wenwei Wu, Xiaopeng Wei, Felix Heide, Xin Yang:
In the Blink of an Eye: Event-based Emotion Recognition. SIGGRAPH (Conference Paper Track) 2023: 28:1-28:11 - [i51]Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide:
Instance Segmentation in the Dark. CoRR abs/2304.14298 (2023) - [i50]Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide:
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering. CoRR abs/2305.02103 (2023) - [i49]Fatemeh Azimi, Fahim Mannan, Felix Heide:
S3Track: Self-supervised Tracking with Soft Assignment Flow. CoRR abs/2305.09981 (2023) - [i48]Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide:
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues. CoRR abs/2305.12955 (2023) - [i47]Florian Schiffers, Praneeth Chakravarthula, Nathan Matsuda, Grace Kuo, Ethan Tseng, Douglas Lanman, Felix Heide, Oliver Cossairt:
Stochastic Light Field Holography. CoRR abs/2307.06277 (2023) - [i46]Praneeth Chakravarthula, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froesch, Arka Majumdar, Felix Heide:
Thin On-Sensor Nanophotonic Array Cameras. CoRR abs/2308.02797 (2023) - [i45]Kaixuan Wei, Xiao Li, Johannes E. Fröch, Praneeth Chakravarthula, James Whitehead, Ethan Tseng, Arka Majumdar, Felix Heide:
Spatially Varying Nanophotonic Neural Networks. CoRR abs/2308.03407 (2023) - [i44]Hannah Dröge, Zorah Lähner, Yuval Bahat, Onofre Martorell, Felix Heide, Michael Möller:
Kissing to Find a Match: Efficient Low-Rank Permutation Representation. CoRR abs/2308.13252 (2023) - [i43]Haiwei Zhang, Jiqing Zhang, Bo Dong, Pieter Peers, Wenwei Wu, Xiaopeng Wei, Felix Heide, Xin Yang:
In the Blink of an Eye: Event-based Emotion Recognition. CoRR abs/2310.04043 (2023) - [i42]Yujin Jeon, Eunsue Choi, Youngchan Kim, Yunseong Moon, Khalid Omer, Felix Heide, Seung-Hwan Baek:
Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset. CoRR abs/2311.17396 (2023) - [i41]Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek:
Dispersed Structured Light for Hyperspectral 3D Imaging. CoRR abs/2311.18287 (2023) - [i40]Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, Felix Heide:
Neural Spline Fields for Burst Image Fusion and Layer Separation. CoRR abs/2312.14235 (2023) - 2022
- [j31]Zheng Shi, Yuval Bahat, Seung-Hwan Baek, Qiang Fu, Hadi Amata, Xiao Li, Praneeth Chakravarthula, Wolfgang Heidrich, Felix Heide:
Seeing through obstructions with diffractive cloaking. ACM Trans. Graph. 41(4): 37:1-37:15 (2022) - [j30]Praneeth Chakravarthula, Ethan Tseng, Henry Fuchs, Felix Heide:
Hogel-Free Holography. ACM Trans. Graph. 41(5): 178:1-178:16 (2022) - [j29]Praneeth Chakravarthula, Seung-Hwan Baek, Florian Schiffers, Ethan Tseng, Grace Kuo, Andrew Maimone, Nathan Matsuda, Oliver Cossairt, Douglas Lanman, Felix Heide:
Pupil-Aware Holography. ACM Trans. Graph. 41(6): 212:1-212:15 (2022) - [j28]Ethan Tseng, Yuxuan Zhang, Lars Jebe, Xuaner Zhang, Zhihao Xia, Yifei Fan, Felix Heide, Jiawen Chen:
Neural Photo-Finishing. ACM Trans. Graph. 41(6): 238:1-238:15 (2022) - [c50]Hannah Dröge, Yuval Bahat, Felix Heide, Michael Moeller:
Explorable Data Consistent CT Reconstruction. BMVC 2022: 746 - [c49]Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide:
Gated2Gated: Self-Supervised Depth Estimation from Gated Images. CVPR 2022: 2801-2811 - [c48]Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Xuaner Zhang, Jiawen Chen, Felix Heide:
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement. CVPR 2022: 2842-2852 - [c47]Jiqing Zhang, Bo Dong, Haiwei Zhang, Jianchuan Ding, Felix Heide, Baocai Yin, Xin Yang:
Spiking Transformers for Event-based Single Object Tracking. CVPR 2022: 8791-8800 - [c46]Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang:
Glass Segmentation using Intensity and Spectral Polarization Cues. CVPR 2022: 12612-12621 - [c45]Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin Dai, Luc Van Gool:
LiDAR Snowfall Simulation for Robust 3D Object Detection. CVPR 2022: 16343-16353 - [c44]Seung-Hwan Baek, Felix Heide:
All-photon Polarimetric Time-of-Flight Imaging. CVPR 2022: 17855-17864 - [c43]Julian Ost, Issam H. Laradji, Alejandro Newell, Yuval Bahat, Felix Heide:
Neural Point Light Fields. CVPR 2022: 18398-18408 - [c42]Yuxuan Zhang, Bo Dong, Felix Heide:
All You Need Is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines. ECCV (19) 2022: 323-343 - [c41]Roger Girgis, Florian Golemo, Felipe Codevilla, Martin Weiss, Jim Aldon D'Souza, Samira Ebrahimi Kahou, Felix Heide, Christopher Pal:
Latent Variable Sequential Set Transformers for Joint Multi-Agent Motion Prediction. ICLR 2022 - [c40]Gene Chou, Ilya Chugunov, Felix Heide:
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions. NeurIPS 2022 - [c39]Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang:
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks. NeurIPS 2022 - [c38]Praneeth Chakravarthula, Florian Schiffers, Oliver Cossairt, Ethan Tseng, Seung-Hwan Baek, Felix Heide:
SIGGRAPH course 2022: differentiable cameras and displays. SIGGRAPH Courses 2022: 6:1-6:213 - [c37]Qiang Zhang, Seung-Hwan Baek, Szymon Rusinkiewicz, Felix Heide:
Differentiable Point-Based Radiance Fields for Efficient View Synthesis. SIGGRAPH Asia 2022: 7:1-7:12 - [i39]Praneeth Chakravarthula, Seung-Hwan Baek, Ethan Tseng, Andrew Maimone, Grace Kuo, Florian Schiffers, Nathan Matsuda, Oliver Cossairt, Douglas Lanman, Felix Heide:
Pupil-aware Holography. CoRR abs/2203.14939 (2022) - [i38]Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin Dai, Luc Van Gool:
LiDAR Snowfall Simulation for Robust 3D Object Detection. CoRR abs/2203.15118 (2022) - [i37]Qiang Zhang, Seung-Hwan Baek, Szymon Rusinkiewicz, Felix Heide:
Differentiable Point-Based Radiance Fields for Efficient View Synthesis. CoRR abs/2205.14330 (2022) - [i36]Gene Chou, Ilya Chugunov, Felix Heide:
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions. CoRR abs/2206.02780 (2022) - [i35]Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang:
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks. CoRR abs/2206.04426 (2022) - [i34]Gene Chou, Yuval Bahat, Felix Heide:
DiffusionSDF: Conditional Generative Modeling of Signed Distance Functions. CoRR abs/2211.13757 (2022) - [i33]Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide:
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection. CoRR abs/2212.04441 (2022) - [i32]Yuval Bahat, Yuxuan Zhang, Hendrik Sommerhoff, Andreas Kolb, Felix Heide:
Neural Volume Super-Resolution. CoRR abs/2212.04666 (2022) - [i31]Ilya Chugunov, Yuxuan Zhang, Felix Heide:
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography. CoRR abs/2212.12324 (2022) - 2021
- [j27]Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide:
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design. ACM Trans. Graph. 40(2): 18:1-18:19 (2021) - [j26]Steven Diamond, Vincent Sitzmann, Frank D. Julca-Aguilar, Stephen P. Boyd, Gordon Wetzstein, Felix Heide:
Dirty Pixels: Towards End-to-end Image Processing and Perception. ACM Trans. Graph. 40(3): 23:1-23:15 (2021) - [j25]Clara Callenberg, Zheng Shi, Felix Heide, Matthias B. Hullin:
Low-cost SPAD sensing for non-line-of-sight tracking, material classification and depth imaging. ACM Trans. Graph. 40(4): 61:1-61:12 (2021) - [j24]Michael Mara, Felix Heide, Michael Zollhöfer, Matthias Nießner, Pat Hanrahan:
Thallo - Scheduling for High-Performance Large-Scale Non-Linear Least-Squares Solvers. ACM Trans. Graph. 40(5): 184:1-184:14 (2021) - [j23]Seung-Hwan Baek, Felix Heide:
Polarimetric spatio-temporal light transport probing. ACM Trans. Graph. 40(6): 212:1-212:18 (2021) - [c36]Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide:
Neural Scene Graphs for Dynamic Scenes. CVPR 2021: 2856-2865 - [c35]Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide:
ZeroScatter: Domain Transfer for Long Distance Imaging and Vision Through Scattering Media. CVPR 2021: 3476-3486 - [c34]Seung-Hwan Baek, Felix Heide:
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo. CVPR 2021: 5757-5767 - [c33]Nicolas Robidoux, Luis E. García Capel, Dongeun Seo, Avinash Sharma, Federico Ariza, Felix Heide:
End-to-End High Dynamic Range Camera Pipeline Optimization. CVPR 2021: 6297-6307 - [c32]Emmanuel Onzon, Fahim Mannan, Felix Heide:
Neural Auto-Exposure for High-Dynamic Range Object Detection. CVPR 2021: 7710-7720 - [c31]Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide:
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging. CVPR 2021: 9116-9126 - [c30]Buu Phan, Fahim Mannan, Felix Heide:
Adversarial Imaging Pipelines. CVPR 2021: 16051-16061 - [c29]Frank D. Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide:
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues. ICCV 2021: 2918-2928 - [c28]Seung-Hwan Baek, Felix Heide:
Polarimetric Spatio-Temporal Light Transport Probing. SIGGRAPH Emerging Technologies 2021: 14:1 - [i30]Frank D. Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide:
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues. CoRR abs/2102.03602 (2021) - [i29]Buu Phan, Fahim Mannan, Felix Heide:
Adversarial Imaging Pipelines. CoRR abs/2102.03728 (2021) - [i28]Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide:
ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media. CoRR abs/2102.05847 (2021) - [i27]Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide:
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging. CoRR abs/2103.16693 (2021) - [i26]Roger Girgis, Florian Golemo, Felipe Codevilla, Jim Aldon D'Souza, Samira Ebrahimi Kahou, Felix Heide, Christopher J. Pal:
Latent Variable Nested Set Transformers & AutoBots. CoRR abs/2104.00563 (2021) - [i25]Julian Knodt, Seung-Hwan Baek, Felix Heide:
Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis. CoRR abs/2104.13562 (2021) - [i24]Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide:
Centimeter-Wave Free-Space Time-of-Flight Imaging. CoRR abs/2105.11606 (2021) - [i23]Seung-Hwan Baek, Felix Heide:
Polarimetric Spatio-Temporal Light Transport Probing. CoRR abs/2105.11609 (2021) - [i22]Seung-Hwan Baek, Ethan Tseng, Andrew Maimone, Nathan Matsuda, Grace Kuo, Qiang Fu, Wolfgang Heidrich, Douglas Lanman, Felix Heide:
Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display. CoRR abs/2109.08123 (2021) - [i21]Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Cecilia Zhang, Jiawen Chen, Felix Heide:
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement. CoRR abs/2111.13738 (2021) - [i20]Julian Ost, Issam H. Laradji, Alejandro Newell, Yuval Bahat, Felix Heide:
Neural Point Light Fields. CoRR abs/2112.01473 (2021) - [i19]Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide:
Gated2Gated: Self-Supervised Depth Estimation from Gated Images. CoRR abs/2112.02416 (2021) - [i18]Yuxuan Zhang, Bo Dong, Felix Heide:
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines. CoRR abs/2112.09219 (2021) - [i17]Seung-Hwan Baek, Felix Heide:
All-photon Polarimetric Time-of-Flight Imaging. CoRR abs/2112.09278 (2021) - 2020
- [j22]Praneeth Chakravarthula, Ethan Tseng, Tarun Srivastava, Henry Fuchs, Felix Heide:
Learned hardware-in-the-loop phase retrieval for holographic near-eye displays. ACM Trans. Graph. 39(6): 186:1-186:18 (2020) - [j21]Wenzheng Chen, Fangyin Wei, Kiriakos N. Kutulakos, Szymon Rusinkiewicz, Felix Heide:
Learned feature embeddings for non-line-of-sight imaging and recognition. ACM Trans. Graph. 39(6): 230:1-230:18 (2020) - [c27]Tejas S. Borkar, Felix Heide, Lina J. Karam:
Defending Against Universal Attacks Through Selective Feature Regeneration. CVPR 2020: 706-716 - [c26]Qilin Sun, Ethan Tseng, Qiang Fu, Wolfgang Heidrich, Felix Heide:
Learning Rank-1 Diffractive Optics for Single-Shot High Dynamic Range Imaging. CVPR 2020: 1383-1393 - [c25]Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide:
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar. CVPR 2020: 2065-2074 - [c24]Andreas Meuleman, Seung-Hwan Baek, Felix Heide, Min H. Kim:
Single-Shot Monocular RGB-D Imaging Using Uneven Double Refraction. CVPR 2020: 2462-2471 - [c23]Ali Mosleh, Avinash Sharma, Emmanuel Onzon, Fahim Mannan, Nicolas Robidoux, Felix Heide:
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines. CVPR 2020: 7526-7535 - [c22]Mario Bijelic, Tobias Gruber, Fahim Mannan, Florian Kraus, Werner Ritter, Klaus Dietmayer, Felix Heide:
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather. CVPR 2020: 11679-11689 - [i16]Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide:
Neural Scene Graphs for Dynamic Scenes. CoRR abs/2011.10379 (2020) - [i15]Seung-Hwan Baek, Felix Heide:
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo. CoRR abs/2011.13117 (2020)
2010 – 2019
- 2019
- [j20]Felix Heide, Matthew O'Toole, Kai Zang, David B. Lindell, Steven Diamond, Gordon Wetzstein:
Non-line-of-sight Imaging with Partial Occluders and Surface Normals. ACM Trans. Graph. 38(3): 22:1-22:10 (2019) - [j19]Ethan Tseng, Felix Yu, Yuting Yang, Fahim Mannan, Karl St. Arnaud, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide:
Hyperparameter optimization in black-box image processing using differentiable proxies. ACM Trans. Graph. 38(4): 27:1-27:14 (2019) - [j18]Praneeth Chakravarthula, Yifan Peng, Joel S. Kollin, Henry Fuchs, Felix Heide:
Wirtinger holography for near-eye displays. ACM Trans. Graph. 38(6): 213:1-213:13 (2019) - [j17]Yifan Peng, Qilin Sun, Xiong Dun, Gordon Wetzstein, Wolfgang Heidrich, Felix Heide:
Learned large field-of-view imaging with thin-plate optics. ACM Trans. Graph. 38(6): 219:1-219:14 (2019) - [c21]Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer:
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios. 3DV 2019: 95-105 - [c20]Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer:
DeepVoxels: Learning Persistent 3D Feature Embeddings. CVPR 2019: 2437-2446 - [c19]Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide:
Steady-State Non-Line-Of-Sight Imaging. CVPR 2019: 6790-6799 - [c18]Tobias Gruber, Frank D. Julca-Aguilar, Mario Bijelic, Felix Heide:
Gated2Depth: Real-Time Dense Lidar From Gated Images. ICCV 2019: 1506-1516 - [i14]Tobias Gruber, Frank D. Julca-Aguilar, Mario Bijelic, Werner Ritter, Klaus Dietmayer, Felix Heide:
Gated2Depth: Real-time Dense Lidar from Gated Images. CoRR abs/1902.04997 (2019) - [i13]Mario Bijelic, Fahim Mannan, Tobias Gruber, Werner Ritter, Klaus Dietmayer, Felix Heide:
Seeing Through Fog Without Seeing Fog: Deep Sensor Fusion in the Absence of Labeled Training Data. CoRR abs/1902.08913 (2019) - [i12]Tejas S. Borkar, Felix Heide, Lina J. Karam:
Defending against Adversarial Attacks through Resilient Feature Regeneration. CoRR abs/1906.03444 (2019) - [i11]Tobias Gruber, Mario Bijelic, Felix Heide, Werner Ritter, Klaus Dietmayer:
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios. CoRR abs/1906.08953 (2019) - [i10]Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide:
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar. CoRR abs/1912.06613 (2019) - 2018
- [j16]Felix Heide:
Transient Convolutional Imaging. IEEE Computer Graphics and Applications 38(6): 106-117 (2018) - [j15]Xue-mei Hu, Felix Heide, Qionghai Dai, Gordon Wetzstein:
Convolutional Sparse Coding for RGB+NIR Imaging. IEEE Trans. Image Process. 27(4): 1611-1625 (2018) - [j14]Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch:
Discriminative Transfer Learning for General Image Restoration. IEEE Trans. Image Process. 27(8): 4091-4104 (2018) - [j13]Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen P. Boyd, Wolfgang Heidrich, Felix Heide, Gordon Wetzstein:
End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging. ACM Trans. Graph. 37(4): 114 (2018) - [c17]Shuochen Su, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich:
Deep End-to-End Time-of-Flight Imaging. CVPR 2018: 6383-6392 - [c16]Yifan Peng, Xiong Dun, Qilin Sun, Felix Heide, Wolfgang Heidrich:
Focal sweep imaging with multi-focal diffractive optics. ICCP 2018: 1-8 - [i9]Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belén Masiá:
Convolutional Sparse Coding for High Dynamic Range Imaging. CoRR abs/1806.04942 (2018) - [i8]Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide:
Steady-state Non-Line-of-Sight Imaging. CoRR abs/1811.09910 (2018) - [i7]Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer:
DeepVoxels: Learning Persistent 3D Feature Embeddings. CoRR abs/1812.01024 (2018) - 2017
- [j12]Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias B. Hullin:
Snapshot difference imaging using correlation time-of-flight sensors. ACM Trans. Graph. 36(6): 220:1-220:11 (2017) - [c15]Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein:
Reconstructing Transient Images from Single-Photon Sensors. CVPR 2017: 2289-2297 - [c14]Biswarup Choudhury, Robin Swanson, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich:
Consensus Convolutional Sparse Coding. ICCV 2017: 4290-4298 - [c13]Mostafa Mahmoud, Bojian Zheng, Alberto Delmas Lascorz, Felix Heide, Jonathan Assouline, Paul Boucher, Emmanuel Onzon, Andreas Moshovos:
IDEAL: image denoising accelerator. MICRO 2017: 82-95 - [c12]Felix Heide:
Outstanding doctoral dissertation award. SIGGRAPH Speakers 2017: 6:1 - [i6]Steven Diamond, Vincent Sitzmann, Stephen P. Boyd, Gordon Wetzstein, Felix Heide:
Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data. CoRR abs/1701.06487 (2017) - [i5]Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch:
Discriminative Transfer Learning for General Image Restoration. CoRR abs/1703.09245 (2017) - [i4]Clara Callenberg, Felix Heide, Gordon Wetzstein, Matthias B. Hullin:
Snapshot Difference Imaging using Time-of-Flight Sensors. CoRR abs/1705.07108 (2017) - [i3]Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein:
Unrolled Optimization with Deep Priors. CoRR abs/1705.08041 (2017) - [i2]Felix Heide, Matthew O'Toole, Kai Zhang, David B. Lindell, Steven Diamond, Gordon Wetzstein:
Robust Non-line-of-sight Imaging with Single Photon Detectors. CoRR abs/1711.07134 (2017) - 2016
- [j11]Ana Serrano, Felix Heide, Diego Gutierrez, Gordon Wetzstein, Belén Masiá:
Convolutional Sparse Coding for High Dynamic Range Imaging. Comput. Graph. Forum 35(2): 153-163 (2016) - [j10]Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich:
The diffractive achromat full spectrum computational imaging with diffractive optics. ACM Trans. Graph. 35(4): 31:1-31:11 (2016) - [j9]Shikhar Shrestha, Felix Heide, Wolfgang Heidrich, Gordon Wetzstein:
Computational imaging with multi-camera time-of-flight systems. ACM Trans. Graph. 35(4): 33:1-33:11 (2016) - [j8]Felix Heide, Steven Diamond, Matthias Nießner, Jonathan Ragan-Kelley, Wolfgang Heidrich, Gordon Wetzstein:
ProxImaL: efficient image optimization using proximal algorithms. ACM Trans. Graph. 35(4): 84:1-84:15 (2016) - [c11]Shuochen Su, Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias B. Hullin, Wolfgang Heidrich:
Material Classification Using Raw Time-of-Flight Measurements. CVPR 2016: 3503-3511 - [c10]Matt Wytock, Steven Diamond, Felix Heide, Stephen P. Boyd:
A New Architecture for Optimization Modeling Frameworks. PyHPC@SC 2016: 36-44 - [c9]Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich:
The diffractive achromat full spectrum computational imaging with diffractive optics. SIGGRAPH ASIA Virtual Reality meets Physical Reality 2016: 4:1-4:2 - 2015
- [j7]Lei Xiao, James Gregson, Felix Heide, Wolfgang Heidrich:
Stochastic Blind Motion Deblurring. IEEE Trans. Image Process. 24(10): 3071-3085 (2015) - [j6]Felix Heide, Wolfgang Heidrich, Matthias B. Hullin, Gordon Wetzstein:
Doppler time-of-flight imaging. ACM Trans. Graph. 34(4): 36:1-36:11 (2015) - [c8]Lei Xiao, Felix Heide, Matthew O'Toole, Andreas Kolb, Matthias B. Hullin, Kyros Kutulakos, Wolfgang Heidrich:
Defocus deblurring and superresolution for time-of-flight depth cameras. CVPR 2015: 2376-2384 - [c7]Felix Heide, Wolfgang Heidrich, Gordon Wetzstein:
Fast and flexible convolutional sparse coding. CVPR 2015: 5135-5143 - [c6]Felix Heide, Gordon Wetzstein, Matthias B. Hullin, Wolfgang Heidrich:
Doppler time-of-flight imaging. SIGGRAPH Emerging Technologies 2015: 9:1 - 2014
- [j5]Felix Heide, Douglas Lanman, Dikpal Reddy, Jan Kautz, Kari Pulli, David Luebke:
Cascaded displays: spatiotemporal superresolution using offset pixel layers. ACM Trans. Graph. 33(4): 60:1-60:11 (2014) - [j4]Matthew O'Toole, Felix Heide, Lei Xiao, Matthias B. Hullin, Wolfgang Heidrich, Kiriakos N. Kutulakos:
Temporal frequency probing for 5D transient analysis of global light transport. ACM Trans. Graph. 33(4): 87:1-87:11 (2014) - [c5]Felix Heide, Lei Xiao, Wolfgang Heidrich, Matthias B. Hullin:
Diffuse Mirrors: 3D Reconstruction from Diffuse Indirect Illumination Using Inexpensive Time-of-Flight Sensors. CVPR 2014: 3222-3229 - [c4]Douglas Lanman, Felix Heide, Dikpal Reddy, Jan Kautz, Kari Pulli, David P. Luebke:
Cascaded displays: spatiotemporal superresolution using offset pixel layers. SIGGRAPH Emerging Technologies 2014: 5:1 - [i1]Felix Heide, James Gregson, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich:
A Compressive Multi-Mode Superresolution Display. CoRR abs/1404.5916 (2014) - 2013
- [j3]Felix Heide, Matthias B. Hullin, James Gregson, Wolfgang Heidrich:
Low-budget transient imaging using photonic mixer devices. ACM Trans. Graph. 32(4): 45:1-45:10 (2013) - [j2]Felix Heide, Gordon Wetzstein, Ramesh Raskar, Wolfgang Heidrich:
Adaptive image synthesis for compressive displays. ACM Trans. Graph. 32(4): 132:1-132:12 (2013) - [j1]Felix Heide, Mushfiqur Rouf, Matthias B. Hullin, Björn Labitzke, Wolfgang Heidrich, Andreas Kolb:
High-quality computational imaging through simple lenses. ACM Trans. Graph. 32(5): 149:1-149:14 (2013) - [c3]James Gregson, Felix Heide, Matthias B. Hullin, Mushfiqur Rouf, Wolfgang Heidrich:
Stochastic Deconvolution. CVPR 2013: 1043-1050 - [c2]Felix Heide, Matthias B. Hullin, James Gregson, Wolfgang Heidrich:
Light-in-flight: transient imaging using photonic mixer devices. SIGGRAPH Emerging Technologies 2013: 9:1 - 2010
- [c1]Bradley Atcheson, Felix Heide, Wolfgang Heidrich:
CALTag: High Precision Fiducial Markers for Camera Calibration. VMV 2010: 41-48
Coauthor Index
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