Dr.-Ing. Spruck, Andreas
Dr. Andreas Spruck
Forschungsgebiet
Auszeichnungen
- , , : Top10% Paper Award (IEEE 24th International Workshop on Multimedia Signal Processing) – 2022
- : Lehrevaluation - Bestenliste – 2018
Abgeschlossene und laufende Abschlussarbeiten
Masterarbeiten
- Datensatzerweiterung für Bildklassifikationsnetzwerke unter Verwendung von Blender
- Influence of Error Concealment Methods on Classification Accuracy of Neural Networks
- Generation of Artificial Image Data for the Training of Neural Networks Using Generative Adversarial Networks
- DNN-based Error-Localization in Industrial Quality Assurance
- Individuelle Objekterkennung und -beschreibung durch die Verknüpfung von maschinellem Lernen mit Abstandsinformationen
Bachelorarbeiten
- Analyse von Interpolationsmethoden für die Vorverarbeitung von Eingangsdaten neuronaler Netze
Forschungspraktika
- Development of a Confidence Metric based on the Quality of Coded Video Sequences
- Erfolgsprädiktor für die Erkennung codierter Textzeilen
- Modelling of Environmental Influences in Blender using Python
- Image Quality Analysis from Decoded Video Frames
- Objekterkennung und –klassifizierung durch künstliche Intelligenz
- Untersuchung verschiedener Szenenwechseldetektoren für die dreidimensionale frequenzselektive Extrapolation
Lehrveranstaltungen
Keine passenden Datensätze gefunden.
Publikationen
2022
- , , :
Frequency-Selective Geometry Upsampling of Point Clouds
IEEE International Conference on Image Processing (ICIP) 2022 (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
DOI: 10.1109/ICIP46576.2022.9897920
URL: https://arxiv.org/abs/2205.01458
BibTeX: Download - , , :
Jointly Resampling and Reconstructing Corrupted Images for Image Classification using Frequency-Selective Mesh-to-Grid Resampling
IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)
In: 2022 IEEE 24TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), NEW YORK: 2022
DOI: 10.1109/MMSP55362.2022.9949143
BibTeX: Download - , , :
Resampling and Reconstructing Corrupted Images for Image Classification
IEEE International Workshop on Multimedia Signal Processing (Shanghai (virtually), 26. September 2022 - 28. September 2022)
URL: https://arxiv.org/abs/2210.15444
BibTeX: Download - , , , , :
Reliability Scoring for the Recognition of Degraded License Plates
2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (Madrid, 29. November 2022 - 2. Dezember 2022)
DOI: 10.1109/AVSS56176.2022.9959390
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Maier-AVSS.pdf
BibTeX: Download - , , , , :
Forensic License Plate Recognition with Compression-Informed Transformers
IEEE International Conference on Image Processing (Bordeaux, France, 16. Oktober 2022 - 19. Oktober 2022)
In: IEEE (Hrsg.): 2022 IEEE International Conference on Image Processing (ICIP) 2022
DOI: 10.1109/ICIP46576.2022.9897178
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Moussa-FLPR.pdf
BibTeX: Download - , , :
Increasing the Accuracy of a Neural Network Using Frequency Selective Mesh-to-Grid Resampling
IEEE International Symposium on Circuits and Systems (ISCAS) (, 28. Mai 2022 - 1. Juni 2022)
DOI: 10.1109/iscas48785.2022.9937735
URL: https://arxiv.org/abs/2209.14431
BibTeX: Download
2021
- , , :
Frame Rate Up-Conversion Using Key Point Agnostic Frequency-Selective Mesh-to-Grid Resampling
IEEE International Conference on Acoustics, Speech and Signal Processing (Toronto (Virtual Conference), 6. Juni 2021 - 11. Juni 2021)
DOI: 10.1109/ICASSP39728.2021.9413684
URL: https://arxiv.org/abs/2210.10444
BibTeX: Download - , , :
Frequency-Selective Mesh-to-Mesh Resampling for Color Upsampling of Point Clouds
IEEE 23rd International Workshop on Multimedia Signal Processing (Tampere, 6. Oktober 2021 - 8. Oktober 2021)
In: Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP) 2021
DOI: 10.1109/MMSP53017.2021.9733445
URL: https://arxiv.org/abs/2203.09224
BibTeX: Download - , , , , , :
3D Rendering Framework for Data Augmentation in Optical Character Recognition
2021 International Symposium on Signals, Circuits and Systems (ISSCS) (Iasi, Romania (virtual), 15. Juli 2021 - 16. Juli 2021)
In: ISSCS 2021 - International Symposium on Signals, Circuits and Systems 2021
DOI: 10.1109/ISSCS52333.2021.9497438
URL: https://arxiv.org/abs/2209.14970
BibTeX: Download
2020
- , , , :
Deep Learning Based Cross-Spectral Disparity Estimation For Stereo Imaging
2020 IEEE International Conference on Image Processing (ICIP) (Abu Dhabi, 25. Oktober 2020 - 28. Oktober 2020)
DOI: 10.1109/icip40778.2020.9191353
BibTeX: Download - , , , , , :
Quality Assurance of Weld Seams Using Laser Triangulation Imaging and Deep Neural Networks
IEEE International Workshop on Metrology for Industry 4.0 and IoT (Rome (Virtual Conference), Italy, 3. Juni 2020 - 5. Juni 2020)
In: 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT 2020
DOI: 10.1109/MetroInd4.0IoT48571.2020.9138205
BibTeX: Download
2019
- , , , :
Motion-Adapted Three-Dimensional Frequency Selective Extrapolation
IEEE International Conference on Acoustics, Speech, and Signal Processing (Brighton, UK, 12. Mai 2019 - 17. Mai 2019)
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
DOI: 10.1109/ICASSP.2019.8683218
BibTeX: Download