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J.H.G. Dauwels

Dr.

 https://orcid.org/0000-0002-4390-1568
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  • 2023

    A Dynamic Object Removal and Reconstruction Algorithm for Point Clouds

    Nagavarapu, S. C., Abraham, A., Selvaraj, N. M. & Dauwels, J., 2023, Proceedings of the 2023 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI). Piscataway: IEEE, 8 p. (Proceedings of the 17th IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Automatic Camera Pose Estimation by Key-Point Matching of Reference Objects

    Zeng, J., Butler, R., van den Dobbelsteen, J. J., Hendriks, B. H. W., van der Elst, M. & Dauwels, J., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    39 Downloads (Pure)

  • Modeling and Inference of Sparse Neural Dynamic Functional Connectivity Networks Underlying Functional Ultrasound Data

    Wijnands, R., Dauwels, J., Serra, I., Kruizinga, P., Badura, A. & Hunyadi, B., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 5 p. (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    5 Downloads (Pure)

  • Nowcasting of Extreme Precipitation Using Deep Generative Models

    Bi, H., Kyryliuk, M., Wang, Z., Meo, C., Wang, Y., Imhoff, R., Uijlenhoet, R. & Dauwels, J., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    38 Downloads (Pure)
  • 2022

    Challenges in Virtual Testing of Autonomous Vehicles

    Piazzoni, A., Vijay, R., Cherian, J., Chen, L. & Dauwels, J., 2022, Proceedings of the 2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV). IEEE, p. 416-421 6 p. (2022 17th International Conference on Control, Automation, Robotics and Vision, ICARCV 2022).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    51 Downloads (Pure)

  • CoPEM: Cooperative Perception Error Models for Autonomous Driving

    Piazzoni, A., Cherian, J., Vijay, R., Chau, L-P. & Dauwels, J., 2022, Proceedings of the 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). IEEE, p. 3934-3939 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    11 Downloads (Pure)

  • Extreme Precipitation Nowcasting using Deep Generative Models

    Bi, H., Kyryliuk, M. S., Wang, Z., Meo, C., Wang, Y., Imhoff, R., Uijlenhoet, R. & Dauwels, J. H. G., 2022, 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022). Louveaux, J. & Quitin, F. (eds.). p. 73 1 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    58 Downloads (Pure)

  • Image Search Engine by Deep Neural Networks

    Yao, Y., Zhang, Q., HU, Y., Meo, C., Wang, Y., Nanetti, A. & Dauwels, J. H. G., 2022, 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022). Louveaux, J. & Quitin, F. (eds.). p. 134 1 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    41 Downloads (Pure)

  • Object Detection and Person Tracking in CathLab with Automatically Calibrated Cameras

    Jiang, Y., Dai, R., Zeng, J., Butler, R. M., Vijfvinkel, T. S., Wang, Y., van den Dobbelsteen, J. J., van der Elst, M. & Dauwels, J. H. G., 2022, 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022). Louveaux, J. & Quitin, F. (eds.). p. 57-57 1 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    22 Downloads (Pure)

  • Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

    Peh, W. Y., Yao, Y. & Dauwels, J., 2022, Proceedings of the 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, p. 3599-3602 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    7 Citations (Scopus)
    40 Downloads (Pure)
  • 2021

    End-to-end language diarization for bilingual code-switching speech

    Liu, H., Perera, L. P. G., Zhang, X., Dauwels, J., Khong, A. W. H., Khudanpur, S. & Styles, S. J., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 866-870 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    5 Citations (Scopus)
    99 Downloads (Pure)

  • R3L: Connecting Deep Reinforcement Learning To Recurrent Neural Networks For Image Denoising Via Residual Recovery

    Zhang, R., Zhu, J., Zha, Z., Dauwels, J. & Wen, B., 2021, 2021 IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE, p. 1624-1628 5 p. 9506323

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    40 Downloads (Pure)