Roman Seidel
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Phone:+49 371 531-30527
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Email:
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Address:Reichenhainer Straße 70, 09126 Chemnitz
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Room:C25.422 (prev. 2/W422)
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ORCID:
Roman Seidel studied geodesy and geoinformatics at Leibniz University Hannover. Further stations included a research stay at York University Toronto and gaining industrial experience at Volkswagen Group Research in Wolfsburg. Since 2016, Mr. Seidel has been a research associate at the Chair of Digital and Circuit Technology at Chemnitz University of Technology. The main focus of his research work is the investigation of motion variations and occlusions using optical flow based artificial neural networks.
- Autoencoder-decoder optical flow for motion segmentation
- Synthetic data generation
| Title | Author(s) | Year | |
|---|---|---|---|
| 1 | Spatio-Temporal Networks for Human Activity Recognition based on Optical Flow in Omnidirectional Image Scenes
Chemnitz : Universitätsverlag Chemnitz, 2024. - xxx, 180 S. |
Seidel, Roman | 2024 |
| 2 | Detection of activities of daily living with decision trees through a technical assistance system
In: Current Directions in Biomedical Engineering. - Walter de Gruyter GmbH. - 9. 2023, 1, S. 226 - 230 |
Krabbe, Aileen Seidel, Roman Hirtz, Gangolf |
2023 |
| 3 | Human Pose Estimation in Monocular Omnidirectional Top-View Images
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023, Vancouver, pp. 6411-6420. - IEEE, 2023 |
Yu, Jingrui Scheck, Tobias Seidel, Roman Adya, Yukti Nandi, Dipankar Hirtz, Gangolf |
2023 |
| 4 | 3D Reference-Based Skeletal Movement Evaluation
SCITEPRESS - Science and Technology Publications, 2023. - Proceedings of the 3rd International Conference on Image Processing and Vision Engineering IMPROVE - Volume 1, 150-155, 2023 , Prague, Czech Republic |
Lehmann, Lars Seidel, Roman Hirtz, Gangolf |
2023 |
| 5 | Supervised Skeleton-Based Reference Movement Adjustment
In: 55th Annual Conference of the German Society for Biomedical Engineering (BMT 2021). - De Gruyter. - 66. 2021, S1, S. S161 - S162 |
Lehmann, Lars Seidel, Roman Hirtz, Gangolf |
2021 |
| 6 | OmniFlow: Human Omnidirectional Optical Flow
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, pp. 3678-3681 |
Seidel, Roman Apitzsch, André Hirtz, Gangolf |
2021 |
| 7 | A User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments - A Concept Overview
Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: pages 693-700, 2021 |
Wiede, Christian Seidel, Roman Wuerich, Carolin Haskovic, Damir Hirtz, Gangolf Grabmaier, Anton |
2021 |
| 8 | Skelettbasierte 3D Echtzeit Aktivitätsdetektion in Wohnumgebungen älterer Menschen
Biomedizinische Technik. - Berlin : DeGryter, 2020. - 54th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) - Online Event (BMT 2020), Leipzig, 189 |
Lehmann, Lars Seidel, Roman Hirtz, Gangolf |
2020 |
| 9 | Machine learning based identification of elderly persons with cognitive impairment using dynamic time warping
In: Current Directions in Biomedical Engineering. - Walter de Gruyter GmbH. - 6. 2020, 3, S. 360 - 363 |
Kondragunta, Jyothsna Seidel, Roman Hirtz, Gangolf |
2020 |
| 10 | Contactless Interactive Fall Detection and Sleep Quality Estimation for Supporting Elderly with Incipient Dementia
In: Current Directions in Biomedical Engineering. - Berlin, Boston : De Gruyter. - 6. 2020, 3, S. 388 - 391 |
Seidel, Roman Scheck, Tobias Perez Grassi, Ana Cecilia Seuffert, Julian Apitzsch, André Yu, Jingrui Nestler, Norbert Heinz, Danny Lehmann, Lars Goy, Anne Hirtz, Gangolf |
2020 |
| 11 | Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), Snowmass Village, CO, USA, 1-5 March 2020, pp. 932-941. - IEEE, 2020 |
Scheck, Tobias Seidel, Roman Hirtz, Gangolf |
2020 |
| 12 | OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes
In: Current Directions in Biomedical Engineering. - Walter de Gruyter GmbH. - 5. 2019, 1, S. 239 - 244 |
Yu, Jingrui Seidel, Roman Hirtz, Gangolf |
2019 |
| 13 | Improved Person Detection on Omnidirectional Images with Non-maxima Suppression
14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, Prag, 25.02.19-27.02.19, pages 474-481. - SCITEPRESS - Science and Technology Publications, 2019 |
Seidel, Roman Apitzsch, André Hirtz, Gangolf |
2019 |
| 14 | Technisch-pflegerische Herausforderungen bei der Entwicklung des Assistenz- und Sicherheitssystems AUXILIA für Menschen mit beginnender Demenz
AAL Wissenschaftskongress Karlsruhe 2018, 11. und 12. Oktober 2018, S. 30 - 31 |
Seidel, Roman Apitzsch, André Yu, Jingrui Seuffert, Julian Nestler, Norbert Heinz, Danny Goy, Anne Hirtz, Gangolf |
2018 |
| 15 | Strukturierte Bedürfnisanalyse im Rahmen der nutzerzentrierten Entwicklung eines Assistenz- und Sicherheitssystems für Menschen mit beginnender Demenz
Active Assisted Living Wissenschaftskongress 2018, 11.10. 2018 bis 12.10.2018, Karlsruhe, S. 55-56 |
Goy, Anne Dittrich, Frank Seidel, Roman |
2018 |
| 16 | AUXILIA - Nutzerzentriertes Assistenz- und Sicherheitssystem zur Unterstützung von Menschen mit Demenz auf Basis intelligenter Verhaltensanalyse
innteract2018, 28.06.-29.06.2018, Chemnitz, 6 Seiten |
Seidel, Roman Apitzsch, André Yu, Jingrui Seuffert, Julian Nestler, Norbert Heinz, Danny Goy, Anne Hirtz, Gangolf |
2018 |
| 17 | Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes
International Conference on Pattern Recognition and Artificial Intelligence, May 13-17, 2018, Montreal, 2018, pp. 164-169 |
Apitzsch, André Seidel, Roman Hirtz, Gangolf |
2018 |
| 18 | Nutzerzentriertes Assistenz- und Sicherheitssystem zur Unterstützung von Menschen mit Demenz auf Basis intelligenter Verhaltensanalyse
Digitale Transformation von Dienstleistungen im Gesundheitswesen IV Impulse für die Pflegeorganisation. - Wiesbaden : Springer Fachmedien Wiesbaden GmbH, 2018, S. 135 - 148 |
Apitzsch, André Seidel, Roman Meinel, Lars Findeisen, Michel Hirtz, Gangolf |
2018 |
| 19 | Assistenzsysteme für Menschen mit Demenz - Allein zu Hause und doch sicher
In: Praxis Pflegen, Themenschwerpunkt Technik und Pflege. - Verlag Brinkmann-Meyhöfer. - 29. 2017, S. 14 - 16 |
Richter, Julia Seidel, Roman |
2017 |