Felix Heide

Calculated based on number of publications stored in Pure and citations from Scopus
20102024

Research activity per year

Search results

  • 2024

    Neural étendue expander for ultra-wide-angle high-fidelity holographic display

    Tseng, E., Kuo, G., Baek, S. H., Matsuda, N., Maimone, A., Schiffers, F., Chakravarthula, P., Fu, Q., Heidrich, W., Lanman, D. & Heide, F., Dec 2024, In: Nature communications. 15, 1, 2907.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    1 Scopus citations
  • Roadmap for Optical Metasurfaces

    Kuznetsov, A. I., Brongersma, M. L., Yao, J., Chen, M. K., Levy, U., Tsai, D. P., Zheludev, N. I., Faraon, A., Arbabi, A., Yu, N., Chanda, D., Crozier, K. B., Kildishev, A. V., Wang, H., Yang, J. K. W., Valentine, J. G., Genevet, P., Fan, J. A., Miller, O. D. & Majumdar, A. & 28 others, Fröch, J. E., Brady, D., Heide, F., Veeraraghavan, A., Engheta, N., Alù, A., Polman, A., Atwater, H. A., Thureja, P., Paniagua-Dominguez, R., Ha, S. T., Barreda, A. I., Schuller, J. A., Staude, I., Grinblat, G., Kivshar, Y., Peana, S., Yelin, S. F., Senichev, A., Shalaev, V. M., Saha, S., Boltasseva, A., Rho, J., Oh, D. K., Kim, J., Park, J., Devlin, R. & Pala, R. A., Mar 20 2024, In: ACS Photonics. 11, 3, p. 816-865 50 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    8 Scopus citations
  • Transient Convolutional Imaging

    Heide, F., Jan 1 2024, Computational Imaging for Scene Understanding: Transient, Spectral, and Polarimetric Analysis. wiley, p. 29-44 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 2023

    Centimeter-wave Free-space Neural Time-of-Flight Imaging

    Baek, S. H., Walsh, N., Chugunov, I., Shi, Z. & Heide, F., Mar 3 2023, In: ACM Transactions on Graphics. 42, 1, 3.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    4 Scopus citations
  • Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions

    Chou, G., Bahat, Y. & Heide, F., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 2262-2272 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2 Scopus citations
  • Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues

    Walz, S., Bijelic, M., Ramazzina, A., Walia, A., Mannan, F. & Heide, F., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 13252-13262 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Hexagonal diffractive optical elements

    Zheng, Y., Qiang, F. U., Amata, H., Chakravarthula, P., Heide, F. & Heidrich, W., Dec 18 2023, In: Optics Express. 31, 26, p. 43864-43876 13 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Instance Segmentation in the Dark

    Chen, L., Fu, Y., Wei, K., Zheng, D. & Heide, F., Aug 2023, In: International Journal of Computer Vision. 131, 8, p. 2198-2218 21 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    5 Scopus citations
  • 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 proceedingConference contribution

    3 Scopus citations
  • Joint Optical Design for Computer Vision Tasks: Challenges and Solutions

    Côté, G., Thibault, S., Lalonde, J. F. & Heide, F., 2023, International Optical Design Conference 2023. Aikens, D. M., Rehn, H., Thibault, S. & Uhlendorf, K. (eds.). SPIE, 127980S. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12798).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Large Aperture Full Color Meta-Optic Camera

    Fröch, J. E., Tseng, E., Chakravarthula, P., Colburn, S., Zhan, A., Heide, F. & Majumdar, A., 2023, CLEO: Science and Innovations, CLEO:S and I 2023. Optical Society of America, (CLEO: Science and Innovations, CLEO:S and I 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Large Aperture Full Color Meta-Optic Camera

    Fröch, J. E., Tseng, E., Chakravarthula, P., Colburn, S., Zhan, A., Heide, F. & Majumdar, A., 2023, 2023 Conference on Lasers and Electro-Optics, CLEO 2023. Institute of Electrical and Electronics Engineers Inc., SM2G.3. (2023 Conference on Lasers and Electro-Optics, CLEO 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • LiDAR-in-the-Loop Hyperparameter Optimization

    Goudreault, F., Scheuble, D., Bijelic, M., Robidoux, N. & Heide, F., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 13404-13414 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multi-view Spectral Polarization Propagation for Video Glass Segmentation

    Qiao, Y., Dong, B., Jin, A., Fu, Y., Baek, S. H., Heide, F., Peers, P., Wei, X. & Yang, X., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 23161-23171 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering

    Ramazzina, A., Bijelic, M., Walz, S., Sanvito, A., Scheuble, D. & Heide, F., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 17911-17922 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Seeing With Sound: Long-Range Acoustic Beamforming for Multimodal Scene Understanding

    Chakravarthula, P., D'Souza, J. A., Tseng, E., Bartusek, J. & Heide, F., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 982-991 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Single Depth-image 3D Reflection Symmetry and Shape Prediction

    Zhang, Z., Dong, B., Li, T., Heide, F., Peers, P., Yin, B. & Yang, X., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 8862-8872 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Single scattering models for radiative transfer of isotropic and cone-shaped light sources in fog

    Geiger, S., Liemert, A., Reitzle, D., Bijelic, M., Ramazzina, A., Ritter, W., Heide, F. & Kienle, A., Jan 2 2023, In: Optics Express. 31, 1, p. 125-142 18 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    1 Scopus citations
  • Stochastic Light Field Holography

    Schiffers, F., Chakravarthula, P., Matsuda, N., Kuo, G., Tseng, E., Lanman, D., Heide, F. & Cossairt, O., 2023, IEEE International Conference on Computational Photography, ICCP 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Computational Photography, ICCP 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2 Scopus citations
  • The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection

    Côté, G., Mannan, F., Thibault, S., Lalonde, J. F. & Heide, F., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 20803-20812 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    3 Scopus citations
  • Thin On-Sensor Nanophotonic Array Cameras

    Chakravarthula, P., Sun, J., Li, X., Lei, C., Chou, G., Bijelic, M., Froesch, J., Majumdar, A. & Heide, F., Dec 4 2023, In: ACM Transactions on Graphics. 42, 6, 249.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    1 Scopus citations
  • δ-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization

    Lai, Z., Wei, K., Fu, Y., Härtel, P. & Heide, F., Aug 1 2023, In: ACM Transactions on Graphics. 42, 4, 105.

    Research output: Contribution to journalArticlepeer-review

    2 Scopus citations
  • 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 proceedingConference contribution

    Open Access
    2 Scopus citations
  • 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 proceedingConference contribution

    Open Access
    2 Scopus citations
  • A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging

    Zhang, J., Su, R., Fu, Q., Ren, W., Heide, F. & Nie, Y., Dec 2022, In: Scientific reports. 12, 1, 11905.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    41 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 proceedingConference contribution

    13 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 proceedingConference contribution

    Open Access
    11 Scopus citations
  • Explorable Data Consistent CT Reconstruction

    Dröge, H., Bahat, Y., Heide, F. & Möller, M., 2022.

    Research output: Contribution to conferencePaperpeer-review

    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 proceedingConference contribution

    Open Access
    5 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 proceedingConference contribution

    7 Scopus citations
  • 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 proceedingConference contribution

    32 Scopus citations
  • Hogel-Free Holography

    Chakravarthula, P., Tseng, E., Fuchs, H. & Heide, F., Oct 26 2022, In: ACM Transactions on Graphics. 41, 5, 178.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    16 Scopus citations
  • LATENT VARIABLE SEQUENTIAL SET TRANSFORMERS FOR JOINT MULTI-AGENT MOTION PREDICTION

    Girgis, R., Golemo, F., Codevilla, F., Weiss, M., D'Souza, J. A., Kahou, S. E., Heide, F. & Pal, C., 2022.

    Research output: Contribution to conferencePaperpeer-review

    21 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 proceedingConference contribution

    Open Access
    44 Scopus citations
  • Neural Photo-Finishing

    Tseng, E., Zhang, Y., Jebe, L., Zhang, X., Xia, Z., Fan, Y., Heide, F. & Chen, J., Nov 30 2022, In: ACM Transactions on Graphics. 41, 6, 3555526.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    4 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 proceedingConference contribution

    Open Access
    11 Scopus citations
  • Pupil-Aware Holography

    Chakravarthula, P., Baek, S. H., Schiffers, F., Tseng, E., Kuo, G., Maimone, A., Matsuda, N., Cossairt, O., Lanman, D. & Heide, F., Nov 30 2022, In: ACM Transactions on Graphics. 41, 6, 212.

    Research output: Contribution to journalArticlepeer-review

    8 Scopus citations
  • Seeing through obstructions with diffractive cloaking

    Shi, Z., Bahat, Y., Baek, S. H., Fu, Q., Amata, H., Li, X., Chakravarthula, P., Heidrich, W. & Heide, F., Jul 22 2022, In: ACM Transactions on Graphics. 41, 4, 3530185.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    12 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 proceedingConference 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 proceedingConference contribution

    52 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 proceedingConference contribution

    Open Access
    5 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 proceedingConference contribution

    Open Access
    9 Scopus citations
  • Differentiable Compound Optics and Processing Pipeline Optimization for End-To-end Camera Design

    Tseng, E., Mosleh, A., Mannan, F., St-Arnaud, K., Sharma, A., Peng, Y., Braun, A., Nowrouzezahrai, D., Lalonde, J. F. & Heide, F., Jun 2021, In: ACM Transactions on Graphics. 40, 2, 3446791.

    Research output: Contribution to journalArticlepeer-review

    50 Scopus citations
  • Dirty Pixels: Towards End-to-end Image Processing and Perception

    Diamond, S., Sitzmann, V., Julca-Aguilar, F., Boyd, S., Wetzstein, G. & Heide, F., Jun 2021, In: ACM Transactions on Graphics. 40, 3, 23.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    25 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 proceedingConference contribution

    10 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 proceedingConference contribution

    Open Access
    6 Scopus citations
  • Low-cost SPAD sensing for non-line-of-sight tracking, material classification and depth imaging

    Callenberg, C., Shi, Z., Heide, F. & Hullin, M. B., Jul 1 2021, In: ACM Transactions on Graphics. 40, 4, 61.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    17 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 proceedingConference contribution

    Open Access
    7 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 proceedingConference contribution

    23 Scopus citations
  • Neural nano-optics for high-quality thin lens imaging

    Tseng, E., Colburn, S., Whitehead, J., Huang, L., Baek, S. H., Majumdar, A. & Heide, F., Dec 2021, In: Nature communications. 12, 1, 6493.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    141 Scopus citations