Publications
- 2023
- Published
Learning-Based Scalable Video Coding with Spatial and Temporal Prediction
Benjak, M., Chen, Y. H., Peng, W. H. & Ostermann, J., 2023, 2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Rate Adaptation for Learned Two-layer B-frame Coding without Signaling Motion Information
Xie, H. S., Chen, Y. H., Peng, W. H., Benjak, M. & Ostermann, J., 2023, 2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Visual Communications and Image Processing).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
RuBICon - "Rule-based initialisation of converter dominated grids" : Abschlussbericht des Verbundes
Mertens, A., Meyer, R., Mirzadeh, M., Sourkounis, P., Strunk, R., Bekker, I., Hofmann, L., Blaufuß, C., Torres, J., Werle, P., Matter, S., Munderloh, M., Ostermann, J., Ünal, B., Erckrath, T., Unruh, P., Bendfeld, C., Seibel, A., Jung, M. & Brandl, R., 2023, Hannover.Research output: Book/Report › Commissioned report › Research
- E-pub ahead of print
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
Gritzner, D. & Ostermann, J., 2023, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
Semi-supervised Learning for Acoustic Vision Monitoring of Tendons in Pre-stressed Concrete Bridges
Lange, A., Käding, M., Xu, R., Marx, S. & Ostermann, J., 2023, Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring. Farhangdoust, S., Guemes, A. & Chang, F.-K. (eds.). p. 1150-1157 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Uncertainty-aware remaining useful life prediction for predictive maintenance using deep learning
Xuan, Q. L., Adhisantoso, Y. G., Munderloh, M. & Ostermann, J., 2023, In: Procedia CIRP. 118, p. 116-121 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition
Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Lüdtke, U. & Ostermann, J., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4583-4587 5 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Vector-Quantized Feedback Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay
Hinrichs, R., Bilsky, J. & Ostermann, J., 2023, 2023 24th International Conference on Digital Signal Processing: DSP. Institute of Electrical and Electronics Engineers Inc., (International Conference on Digital Signal Processing, DSP; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Wire Break Detection in Bridge Tendons Using Low-Frequency Acoustic Emissions
Lange, A., Käding, M., Hinrichs, R., Ostermann, J. & Marx, S., 2023, European Workshop on Structural Health Monitoring, EWSHM 2022, Volume 3. Rizzo, P. & Milazzo, A. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 1024-1033 10 p. (Lecture Notes in Civil Engineering; vol. 270 LNCE).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2022
- Published
Convolutional neural networks for the classification of guitar effects and extraction of the parameter settings of single and multi-guitar effects from instrument mixes
Hinrichs, R., Gerkens, K., Lange, A. & Ostermann, J., Dec 2022, In: Eurasip Journal on Audio, Speech, and Music Processing. 2022, 1, 28.Research output: Contribution to journal › Article › Research › peer review
- Published
Accurate Quantification of Anthocyanin in Red Flesh Apples Using Digital Photography and Image Analysis
Grimm, E., Kuhnke, F., Gajdt, A., Ostermann, J. & Knoche, M., Feb 2022, In: Horticulturae. 8, 2, 145.Research output: Contribution to journal › Article › Research › peer review
- Published
Classification of Guitar Effects and Extraction of Their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks.
Hinrichs, R., Gerkens, K. & Ostermann, J., 2022, Artificial Intelligence in Music, Sound, Art and Design: 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings. Martins, T., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). p. 101-116 16 p. (Lecture Notes in Computer Science (LNCS); vol. 13221).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Contact Matrix Compressor
Adhisantoso, Y. G. & Ostermann, J., 2022, Proceedings - DCC 2022: 2022 Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 399-408 10 p. (Data Compression Conference Proceedings; vol. 2022-March).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Fault Detection in Multi-stage Manufacturing to Improve Process Quality
Kellermann, C., Selmi, A., Brown, D. & 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
- Published
Impact of Spatial Resolution and Zoom on Interpreter-Based Evaluation of Compressed SAR Images
Pestel-Schiller, U. & Ostermann, J., 2022, EUSAR 2022 - 14th European Conference on Synthetic Aperture Radar. Institute of Electrical and Electronics Engineers Inc., p. 565-569 5 p. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; vol. 2022-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Improved Compression of Artificial Neural Networks through Curvature-Aware Training
Hinrichs, R., Liang, K., Lu, Z. & Ostermann, J., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding
Rumberg, L., Gebauer, C., Ehlert, H., Lüdtke, U. & Ostermann, J., 2022, Interspeech 2022. p. 1357-1361 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
kidsTALC: A Corpus of 3- to 11-year-old German Children's Connected Natural Speech
Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Bornholt, L., Ostermann, J. & Lüdtke, U., 2022, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 5160-5164 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Lossless Compression at Zero Delay of the Electrical Stimulation Patterns of Cochlear Implants for Wireless Streaming of Audio Using Artificial Neural Networks
Hinrichs, R., Ehmann, L., Heise, H. & Ostermann, J., 2022, 2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022. Institute of Electrical and Electronics Engineers Inc., p. 159-164 6 p. (2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Neural Network-based Error Concealment for B-Frames in VVC
Benjak, M., Aust, N., Samayoa, Y. & Ostermann, J., 2022, IEEE International Symposium on Circuits and Systems, ISCAS 2022. Institute of Electrical and Electronics Engineers Inc., p. 511-515 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2022-May).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review