Felix Heide
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Felix Heide

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20102023

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  • 2023

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

    Zhang, H., Zhang, J., Dong, B., Peers, P., Wu, W., Wei, X., Heide, F. & Yang, X., Jul 23 2023, Proceedings - SIGGRAPH 2023 Conference Papers. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 28. (Proceedings - SIGGRAPH 2023 Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2022

    All-photon Polarimetric Time-of-Flight Imaging

    Baek, S. H. & Heide, F., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 17855-17864 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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

    Zhang, Y., Dong, B. & Heide, F., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 323-343 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13679 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Biologically Inspired Dynamic Thresholds for Spiking Neural Networks

    Ding, J., Dong, B., Heide, F., Ding, Y., Zhou, Y., Yin, B. & Yang, X., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Differentiable Point-Based Radiance Fields for Efficient View Synthesis

    Zhang, Q., Baek, S. H., Rusinkiewicz, S. & Heide, F., Nov 29 2022, Proceedings - SIGGRAPH Asia 2022 Conference Papers. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 7. (Proceedings - SIGGRAPH Asia 2022 Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Gated2Gated: Self-Supervised Depth Estimation from Gated Images

    Walia, A., Walz, S., Bijelic, M., Mannan, F., Julca-Aguilar, F., Langer, M., Ritter, W. & Heide, F., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 2801-2811 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions

    Chou, G., Chugunov, I. & Heide, F., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Glass Segmentation using Intensity and Spectral Polarization Cues

    Mei, H., Dong, B., Dong, W., Yang, J., Baek, S. H., Heide, F., Peers, P., Wei, X. & Yang, X., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 12612-12621 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • LiDAR Snowfall Simulation for Robust 3D Object Detection

    Hahner, M., Sakaridis, C., Bijelic, M., Heide, F., Yu, F., Dai, D. & Van Gool, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 16343-16353 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • Neural Point Light Fields

    Ost, J., Laradji, I., Newell, A., Bahat, Y. & Heide, F., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 18398-18408 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • SIGGRAPH Course 2022: Differentiable Cameras and Displays

    Chakravarthula, P., Schiffers, F., Cossairt, O., Tseng, E., Baek, S. H. & Heide, F., Aug 2 2022, Proceedings - SIGGRAPH 2022 Courses. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 15. (Proceedings - SIGGRAPH 2022 Courses).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Spiking Transformers for Event-based Single Object Tracking

    Zhang, J., Dong, B., Zhang, H., Ding, J., Heide, F., Yin, B. & Yang, X., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 8791-8800 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

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

    Chugunov, I., Zhang, Y., Xia, Z., Zhang, X., Chen, J. & Heide, F., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 2842-2852 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2021

    Adversarial imaging pipelines

    Phan, B., Mannan, F. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 16046-16056 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • End-to-end High Dynamic Range Camera Pipeline Optimization

    Robidoux, N., Seo, D. E., Ariza, F., García Capel, L. E., Sharma, A. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 6293-6303 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

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

    Julca-Aguilar, F., Taylor, J., Bijelic, M., Mannan, F., Tseng, E. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 2918-2928 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

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

    Chugunov, I., Baek, S. H., Fu, Q., Heidrich, W. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 9112-9122 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

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

    Onzon, E., Mannan, F. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 7706-7716 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Neural Scene Graphs for Dynamic Scenes

    Ost, J., Mannan, F., Thuerey, N., Knodt, J. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 2855-2864 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    55 Scopus citations

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

    Baek, S. H. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 5753-5763 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

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

    Shi, Z., Tseng, E., Bijelic, M., Ritter, W. & Heide, F., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 3475-3485 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2020

    Computing high quality phase-only holograms for holographic displays

    Chakravarthula, P., Peng, Y., Kollin, J., Heide, F. & Fuchs, H., 2020, Optical Architectures for Displays and Sensing in Augmented, Virtual, and Mixed Reality (AR, VR, MR). Kress, B. C. & Peroz, C. (eds.). SPIE, 1131006. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11310).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Wirtinger gradient based optimization for high-quality computer generated holography

    Chakravarthula, P., Peng, Y., Kollin, J., Fuchs, H. & Heide, F., Jun 22 2020, Digital Holography and Three-Dimensional Imaging, DH 2020. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2019

    DeepVoxels: Learning persistent 3D feature embeddings

    Sitzmann, V., Thies, J., Heide, F., Niebner, M., Wetzstein, G. & Zollhofer, M., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 2432-2441 10 p. 8953309. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    281 Scopus citations

  • Gated2Depth: Real-time dense lidar from gated images

    Gruber, T., Julca-Aguilar, F., Bijelic, M. & Heide, F., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1506-1516 11 p. 9010016. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations

  • Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios

    Gruber, T., Bijelic, M., Heide, F., Ritter, W. & Dietmayer, K., Sep 2019, Proceedings - 2019 International Conference on 3D Vision, 3DV 2019. Institute of Electrical and Electronics Engineers Inc., p. 95-105 11 p. 8885465. (Proceedings - 2019 International Conference on 3D Vision, 3DV 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations

  • Steady-state non-line-of-sight imaging

    Chen, W., Daneau, S., Brosseau, C. & Heide, F., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 6783-6792 10 p. 8953404. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    44 Scopus citations
  • 2018

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

    Su, S., Heide, F., Wetzstein, G. & Heidrich, W., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 6383-6392 10 p. 8578766. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    70 Scopus citations

  • Focal sweep imaging with multi-focal diffractive optics

    Peng, Y., Dun, X., Sun, Q., Heide, F. & Heidrich, W., May 29 2018, IEEE International Conference on Computational Photography, ICCP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (IEEE International Conference on Computational Photography, ICCP 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2017

    A new architecture for optimization modeling frameworks

    Wytock, M., Diamond, S., Heide, F. & Boyd, S., Jan 30 2017, Proceedings of PyHPC 2016: 6th Workshop on Python for High-Performance and Scientific Computing - Held in conjunction with SC16: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 36-44 9 p. 7836842. (Proceedings of PyHPC 2016: 6th Workshop on Python for High-Performance and Scientific Computing - Held in conjunction with SC16: The International Conference for High Performance Computing, Networking, Storage and Analysis).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Consensus Convolutional Sparse Coding

    Choudhury, B., Swanson, R., Heide, F., Wetzstein, G. & Heidrich, W., Dec 22 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., p. 4290-4298 9 p. 8237721. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    27 Scopus citations

  • IDEAL: Image DEnoising AcceLerator

    Mahmoud, M., Zheng, B., Lascorz, A. D., Heide, F., Assouline, J., Boucher, P., Onzon, E. & Moshovos, A., Oct 14 2017, MICRO 2017 - 50th Annual IEEE/ACM International Symposium on Microarchitecture Proceedings. IEEE Computer Society, p. 82-95 14 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. Part F131207).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Reconstructing transient images from single-photon sensors

    O'Toole, M., Heide, F., Lindell, D. B., Zang, K., Diamond, S. & Wetzstein, G., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 2289-2297 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    82 Scopus citations
  • 2016

    Material Classification Using Raw Time-of-Flight Measurements

    Su, S., Heide, F., Swanson, R., Klein, J., Callenberg, C., Hullin, M. & Heidrich, W., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 3503-3511 9 p. 7780750. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    36 Scopus citations

  • The diffractive Achromat full spectrum computational imaging with diffractive optics

    Peng, Y., Fu, Q., Heide, F. & Heidrich, W., Nov 28 2016, SA 2016 - SIGGRAPH ASIA 2016 Virtual Reality Meets Physical Reality: Modelling and Simulating Virtual Humans and Environments. Association for Computing Machinery, Inc, 4. (SA 2016 - SIGGRAPH ASIA 2016 Virtual Reality Meets Physical Reality: Modelling and Simulating Virtual Humans and Environments).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations
  • 2015

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

    Xiao, L., Heide, F., O'Toole, M., Kolb, A., Hullin, M. B., Kutulakos, K. & Heidrich, W., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 2376-2384 9 p. 7298851. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    24 Scopus citations

  • Doppler time-of-flight imaging

    Heide, F., Wetzstein, G., Hullin, M. & Heidrich, W., Jul 31 2015, ACM SIGGRAPH 2015 Emerging Technologies, SIGGRAPH 2015. Association for Computing Machinery, Inc, a9. (ACM SIGGRAPH 2015 Emerging Technologies, SIGGRAPH 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    31 Scopus citations

  • Doppler time-of-flight imaging

    Heide, F., Heidrich, W., Hullin, M. & Wetzstein, G., Jul 27 2015, Proceedings of ACM SIGGRAPH 2015. 4 ed. Association for Computing Machinery, Vol. 34. 36

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Fast and flexible convolutional sparse coding

    Heide, F., Heidrich, W. & Wetzstein, G., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 5135-5143 9 p. 7299149. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    201 Scopus citations
  • 2014

    Cascaded displays: Spatiotemporal superresolution using offset pixel layers

    Lanman, D., Heide, F., Reddy, D., Kautz, J., Pulli, K. & Luebke, D., 2014, ACM SIGGRAPH 2014 Emerging Technologies, SIGGRAPH 2014. Association for Computing Machinery, 5. (ACM SIGGRAPH 2014 Emerging Technologies, SIGGRAPH 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    41 Scopus citations

  • Diffuse mirrors: 3D reconstruction from diffuse indirect illumination using inexpensive time-of-flight sensors

    Heide, F., Xiao, L., Heidrich, W. & Hullin, M. B., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3222-3229 8 p. 6909808. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    164 Scopus citations
  • 2013

    Light-in-flight: Transient imaging using photonic mixer devices

    Heide, F., Hullin, M., Gregson, J. & Heidrich, W., 2013, ACM SIGGRAPH 2013 Emerging Technologies, SIGGRAPH 2013. 9. (ACM SIGGRAPH 2013 Emerging Technologies, SIGGRAPH 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Scopus citations
  • 2010

    CALTag: High precision fiducial markers for camera calibration

    Atcheson, B., Heide, F. & Heidrich, W., Dec 1 2010, VMV 2010 - Vision, Modeling and Visualization. p. 41-48 8 p. (VMV 2010 - Vision, Modeling and Visualization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    96 Scopus citations