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Prof. Dr.  Jörn Ostermann

https://orcid.org/0000-0002-6743-3324
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Publications

  1. 2022
  2. Published

    Prediction of variable forecast horizons with artificial neural networks by embedding the temporal resolution warping

    Kellermann, C., Neumann, E. & Ostermann, J., 2022, 2022 International Conference on Control, Automation and Diagnosis, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., ( International Conference on Control, Automation and Diagnosis).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  3. Published

    Semantic Segmentation Of Natural And Man-Made Fruits Using A Spatial-Spectral Two-Branches-Cnn For Sparse Data

    Pestel-Schiller, U., Yang, Y. & Ostermann, J., 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2022-September).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  4. Published

    Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants using STOI

    Hinrichs, R., Ortmann, F. & Ostermann, J., 2022, 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences : (IECBES). Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  5. 2021
  6. Published

    Fully-automated root image analysis (faRIA)

    Narisetti, N., Henke, M., Seiler, C., Junker, A., Ostermann, J., Altmann, T. & Gladilin, E., Dec 2021, In: Scientific reports. 11, 1, 16047.

    Research output: Contribution to journal › Article › Research › peer review

  7. Published

    Multilinear Modelling of Faces and Expressions

    Grasshof, S., Ackermann, H., Brandt, S. S. & Ostermann, J., Oct 2021, In: IEEE Trans. Pattern Anal. Mach. Intell.. 43, 10, p. 3540-3554 15 p., 9067086.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    An Introduction to MPEG-G: The First Open ISO/IEC Standard for the Compression and Exchange of Genomic Sequencing Data.

    Voges, J., Hernaez, M., Mattavelli, M. & Ostermann, J., Sept 2021, In: Proc. IEEE. 109, 9, p. 1607-1622 16 p., 9455132.

    Research output: Contribution to journal › Article › Research › peer review

  9. Published

    A subjective and objective evaluation of a codec for the electrical stimulation patterns of cochlear implants

    Hinrichs, R., Gajecki, T., Ostermann, J. & Nogueira, W., Feb 2021, In: Journal of the Acoustical Society of America. 149, 2, p. 1324-1337 14 p.

    Research output: Contribution to journal › Article › Research › peer review

  10. Published

    Age-invariant training for end-to-end child speech recognition using adversarial multi-task learning

    Rumberg, L., Ehlert, H., Lüdtke, U. & Ostermann, J., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. p. 1913-1917 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 3).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  11. Published

    Analysis of ship deformation using the backprojection autofocus of large ships with arbitrary motion for synthetic aperture radar

    Sommer, A. & Ostermann, J., 2021, EUSAR 2021 - 13th European Conference on Synthetic Aperture Radar, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 194-197 4 p. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; vol. 2021-March).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  12. Published

    Analysis of the impact of data compression on condition monitoring algorithms for ball screws

    Hinrichs, R., Schmidt, A., Koslowski, J., Bergmann, B., Denkena, B. & Ostermann, J., 2021, In: Procedia CIRP. 102, p. 270-275 6 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  13. Published

    A New Preprocessing Approach to Reduce Computational Complexity for Time Series Forecasting with Neuronal Networks: Temporal Resolution Warping.

    Kellermann, C., Neumann, E. & Ostermann, J., 2021, Proceedings - 2021 International Symposium on Computer Science and Intelligent Controls, ISCSIC 2021. p. 324-328 5 p. (Proceedings - 2021 International Symposium on Computer Science and Intelligent Controls, ISCSIC 2021).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  14. Published

    A scheme for stabilizing the image generation for VideoSAR

    Hartmann, F., Sommer, A., Pestel-Schiller, U. & Ostermann, J., 2021, EUSAR 2021 - 13th European Conference on Synthetic Aperture Radar. Institute of Electrical and Electronics Engineers Inc., p. 781-785 5 p. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; vol. 2021-March).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  15. Published

    Contour-based Intra Coding Using Gaussian Processes and Neural Networks.

    Laude, T. & Ostermann, J., 2021, 2021 Picture Coding Symposium, PCS 2021 - Proceedings. p. 1-5 5 p. 9477500. (2021 Picture Coding Symposium, PCS 2021 - Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  16. Published

    Determination of Relevant Hyperspectral Bands Using a Spectrally constrained CNN

    Pestel-Schiller, U., Hu, K., Gritzner, D. & Ostermann, J., 2021, 2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2021. p. 1-5 5 p. 9483986. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2021-March).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  17. Published

    Enhanced Machine Learning-based Inter Coding for VVC.

    Benjak, M., Meuel, H., Laude, T. & Ostermann, J., 2021, ICAIIC. p. 21-25 5 p. 9415184

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  18. Published

    Estimation of unknown system states based on an adaptive neural network and Kalman filter

    Kellermann, C. & Ostermann, J., 2021, In: Procedia CIRP. 99, p. 656-661 6 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  19. Published

    Interpreter-based evaluation of compressed SAR images using JPEG and HEVC intra coding: Compression can improve usability

    Pestel-Schiller, U. & Ostermann, J., 2021, EUSAR 2021 - 13th European Conference on Synthetic Aperture Radar, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 770-775 6 p. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; vol. 2021-March).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  20. Published

    Introduction to an Adaptive Remaining Useful Life Prediction for forming tools

    Kellermann, C., Munderloh, M., Neumann, E., Adhisantoso, Y. G. & Ostermann, J., 2021, 2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). p. 1297-1302 6 p. (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM; vol. 2021-July).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Transfer › peer review

  21. Published

    Investigation of the Effect of the Flight Path on the Three Dimensional Locatability of Targets

    Hartmann, F. & Ostermann, J., 2021, Proceedings - 2021 7th Asia-Pacific Conference on Synthetic Aperture Radar, APSAR 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2021 7th Asia-Pacific Conference on Synthetic Aperture Radar, APSAR 2021).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  22. Published

    Minimizing Manual Labeling Effort for The Semantic Segmentation of Aerial Images

    Gritzner, D. & Ostermann, J., 2021, 2021 IEEE Statistical Signal Processing Workshop, SSP 2021. p. 81-85 5 p. 9513774. (IEEE Workshop on Statistical Signal Processing Proceedings; vol. 2021-July).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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