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Felix Ott
Felix Ott
ML Postdoctoral Researcher, Fraunhofer IIS, LMU Munich
Verified email at iis.fraunhofer.de - Homepage
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Cited by
Year
The OnHW Dataset: Online Handwriting Recognition from IMU-enhanced Ballpoint Pens with Machine Learning
F Ott, M Wehbi, T Hamann, J Barth, B Eskofier, C Mutschler
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
342020
Estimating TOA Reliability with Variational Autoencoders
M Stahlke, S Kram, F Ott, T Feigl, C Mutschler
IEEE Sensors Journal 22 (6), 5133-5140, doi: 10.1109/JSEN.2021.310193, 2022
252022
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization
F Ott, T Feigl, C Löffler, C Mutschler
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
232020
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift
F Ott, D Rügamer, L Heublein, B Bischl, C Mutschler
Proceedings of the ACM Multimedia (ACMMM), Lisboa, Portugal, doi: https://dl …, 2022
182022
Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach
F Ott, D Rügamer, L Heublein, B Bischl, C Mutschler
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
152022
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
F Ott, D Rügamer, L Heublein, B Bischl, C Mutschler
IEEE Access 11 (doi: 10.1109/ACCESS.2023.3310819), pages 94148 - 94172, 2023
14*2023
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens
F Ott, D Rügamer, L Heublein, T Hamann, J Barth, B Bischl, C Mutschler
International Journal on Document Analysis and Recognition (IJDAR) 25 (12 …, 2022
132022
Multimodal Learning for Reliable Interference Classification in GNSS Signals
T Brieger, NL Raichur, D Jdidi, F Ott, T Feigl, J Merwe, A Rugamer, ...
Proceedings of the 35th International Technical Meeting of the Satellite …, 2022
92022
Low-Cost COTS GNSS Interference Monitoring, Detection, and Classification System
JR van der Merwe, D Contreras Franco, J Hansen, T Brieger, T Feigl, F Ott, ...
Sensors 23 (7), 3452, 2023
72023
Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift
A Klaß, SM Lorenz, MW Lauer-Schmaltz, D Rügamer, B Bischl, ...
IJCAI-ECAI Intl. Workshop on Spatio-Temporal Reasoning and Learning (STRL …, 2022
72022
Machine Learning-assisted GNSS Interference Monitoring through Crowdsourcing
NL Raichur, T Brieger, D Jdidi, T Feigl, J Merwe, B Ghimire, F Ott, ...
Proceedings of the 35th International Technical Meeting of the Satellite …, 2022
52022
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition
F Ott, D Rügamer, L Heublein, B Bischl, C Mutschler
IAPR Intl. Workshop on Multimodal Pattern Recognition of Social Signals in …, 2022
32022
Few-Shot Learning with Uncertainty-based Quadruplet Selection for Interference Classification in GNSS Data
F Ott, L Heublein, NL Raichur, T Feigl, J Hansen, A Rügamer, C Mutschler
arXiv preprint arXiv:2402.09466, 2024
12024
Representation Learning for Domain Adaptation and Cross-Modal Retrieval
F Ott
Ludwig-Maximilians-Universität München, Dissertation, doi: 10.5282/edoc.32467, 2023
12023
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression
F Ott, NL Raichur, D Rügamer, T Feigl, H Neumann, B Bischl, C Mutschler
arXiv preprint arXiv:2208.00919, doi: 10.48550/arXiv.2208.00919, 2022
12022
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning
NL Raichur, L Heublein, T Feigl, A Rügamer, C Mutschler, F Ott
arXiv preprint arXiv:2405.11067, 2024
2024
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments
F Ott, L Heublein, D Rügamer, B Bischl, C Mutschler
arXiv preprint arXiv:2304.07250, 2023
2023
Representation Learning for Domain Adaptation and Cross-modal Retrieval: In the Context of Online Handwriting Recognition and Visual Self-localization
F Ott
Universitätsbibliothek der Ludwig-Maximilians-Universität, 2023
2023
Low-Cost COTS GNSS Interference Monitoring, Detection, and Classification System
JR Merwe, D Contreras Franco, J Hansen, T Brieger, T Feigl, F Ott, D Jdidi, ...
2023
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