Sippel, Frank
Frank Sippel, M. Sc.
Department of Electrical-Electronic-Communication Engineering
Chair of Multimedia Communications and Signal Processing (Prof. Dr. Kaup)
Cauerstr. 7
91058 Erlangen
- Phone number: +49 9131 85-28903
- Fax number: +49 9131 85-28849
- Email: frank.sippel@fau.de
- Website: https://www.lms.tf.fau.de
Office hours
Room 06.0192, n.V.
Since March 2020 I have been working on multispectral and hyperspectral imaging systems. The main focus is the reconstruction of hyperspectral data from multispectral data as well as synthesizing hyperspectral images and video and material classification using multispectral data.
I am always offering final theses in the area of the presented advanced image sensing systems. These can be more hardware related (e.g. the development of a multispectral autofocus) or rather software related (e.g. the synthesis of hyperspectral data). Often, knowledge in Python is useful, but no necessary. Likewise, some experience in Blender is helpful for synthesizing data.
- , , : 2024: Nachhaltigkeitspreis - Kategorie "Research" (Friedrich-Alexander Universität Erlangen-Nürnberg) – 2024
- : Siemens-Masterpreis (Siemens) – 2020
- : Best Master Thesis Award 2020 (Freunde und Förderer der Erlangener Multimediakommunikation und Signalverarbeitung (EMSig) e.V.) – 2020
- : Siemens-Bachelorpreis (Siemens) – 2018
2024
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Color Agnostic Cross-Spectral Disparity Estimation
2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
Open Access: https://arxiv.org/abs/2312.08946
URL: https://arxiv.org/pdf/2312.08946.pdf
BibTeX: Download - , , :
A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization
2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
Open Access: https://arxiv.org/pdf/2312.08949.pdf
URL: https://arxiv.org/pdf/2312.08949
BibTeX: Download - , , :
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera Arrays
2024 IEEE International Conference on Image Processing (Abu Dhabi, 27. October 2024 - 30. October 2024)
Open Access: https://arxiv.org/pdf/2408.14050
URL: https://arxiv.org/abs/2408.14050
BibTeX: Download - , , :
High-resolution hyperspectral video imaging using a hexagonal camera array
In: Journal of the Optical Society of America A: Optics and Image Science, and Vision 41 (2024), p. 2303-2315
ISSN: 1520-8532
DOI: 10.1364/JOSAA.536572
URL: https://opg.optica.org/josaa/fulltext.cfm?uri=josaa-41-12-2303&id=562685
BibTeX: Download
2023
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Cross Spectral Image Reconstruction Using a Deep Guided Neural Network
2023 IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. October 2023 - 11. October 2023)
DOI: 10.1109/ICIP49359.2023.10222159
URL: https://arxiv.org/pdf/2306.15237.pdf
BibTeX: Download - , , :
Synthetic hyperspectral array video database with applications to cross-spectral reconstruction and hyperspectral video coding
In: Journal of the Optical Society of America A-Optics Image Science and Vision 40 (2023), p. 479-491
ISSN: 0740-3232
DOI: 10.1364/JOSAA.479552
URL: https://arxiv.org/abs/2301.07551.pdf
BibTeX: Download
2022
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Optimal Filter Selection for Multispectral Object Classification Using Fast Binary Search
24th International Workshop on Multimedia Signal Processing (Shanghai, 26. September 2022 - 28. September 2022)
DOI: 10.1109/MMSP55362.2022.9949059
URL: https://arxiv.org/pdf/2209.07894.pdf
BibTeX: Download
2021
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Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering
23rd International Workshop on Multimedia Signal Processing (Tampere, 6. October 2021 - 8. October 2021)
DOI: 10.1109/MMSP53017.2021.9733655
URL: https://arxiv.org/pdf/2209.07891.pdf
BibTeX: Download - , , :
Spatio-spectral Image Reconstruction Using Non-local Filtering
2021 IEEE International Conference on Visual Communications and Image Processing (VCIP) (München, 5. December 2021 - 8. December 2021)
DOI: 10.1109/VCIP53242.2021.9675421
URL: https://arxiv.org/pdf/2209.07890.pdf
BibTeX: Download
2020
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Structure-preserving spectral reflectance estimation using guided filtering
In: Journal of the Optical Society of America A-Optics Image Science and Vision 37 (2020), p. 1695-1710
ISSN: 1084-7529
DOI: 10.1364/JOSAA.400485
URL: https://arxiv.org/pdf/2209.07889.pdf
BibTeX: Download