Björn M. Eskofier

182 papers A* 3A 4B 5C 16Misc 7Journal 90Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing IMU-Based Online Handwriting Recognition via Contrastive Learning with Zero Inference Overhead. CoRR Jindong Li, Dario Zanca, Vincent Christlein, Tim Hamann, Jens Barth, Peter Kämpf, Björn M. Eskofier
2026	J	`jnl`	Tokenization vs. Augmentation: A Systematic Study of Writer Variance in IMU-Based Online Handwriting Recognition. CoRR Jindong Li, Dario Zanca, Vincent Christlein, Tim Hamann, Jens Barth, Peter Kämpf, Björn M. Eskofier
2025	Misc	`conf`	Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles. ICIAP Richard Dirauf, Florian Wolz, Dario Zanca, Björn M. Eskofier
2025	J	`jnl`	Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles. CoRR Richard Dirauf, Florian Wolz, Dario Zanca, Björn M. Eskofier
2025	J	`jnl`	Breaking Down the Data Path in Digital Health: From Edge to Fog and Beyond. IEEE Pervasive Comput. Rodrigo da Rosa Righi, Vinicius Facco Rodrigues, Cristiano André da Costa, Björn M. Eskofier
2025	J	`jnl`	Don't get me wrong: How to apply deep visual interpretations to time series. Appl. Intell. Christoffer Löffler, Wei-Cheng Lai, Dario Zanca, Lukas Schmidt, Björn M. Eskofier, Christopher Mutschler
2025	J	`jnl`	Optimized Learned Image Compression for Facial Expression Recognition. CoRR Xiumei Li, Marc Windsheimer, Misha Sadeghi, Björn M. Eskofier, André Kaup
2025	—	`conf`	Robust and Efficient Writer-Independent IMU-Based Handwriting Recognition. iWOAR Jindong Li, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Björn M. Eskofier
2025	J	`jnl`	Robust and Efficient Writer-Independent IMU-Based Handwriting Recognization. CoRR Jindong Li, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Björn M. Eskofier
2025	J	`jnl`	Stratify or Die: Rethinking Data Splits in Image Segmentation. CoRR Naga Venkata Sai Jitin Jami, Thomas Altstidl, Jonas Mueller, Jindong Li, Dario Zanca, Björn M. Eskofier, Heike Leutheuser
2025	J	`jnl`	Understanding Cross-Model Perceptual Invariances Through Ensemble Metamers. CoRR Lukas Boehm, Jonas Leo Mueller, Christoffer Löffler, Leo Schwinn, Björn M. Eskofier, Dario Zanca
2024	—	`conf`	3D Body Twin: Improving Human Gait Visualizations Using Personalized Avatars. ShapeMI@MICCAI Daniel Zieger, Florian Güthlein, Jann-Ole Henningson, Verena Jakob, Heiko Gaßner, Julian Shanbhag, Sophie Fleischmann, Jörg Miehling, Sandro Wartzack, Björn M. Eskofier, Jürgen Winkler, Bernhard Egger, Marc Stamminger
2024	—	`conf`	Can HCI Lead the Way? Workshop on Exploring Conscious AI. MuC (Workshopband) Hamid Moradi, Madeleine Flaucher, Tabea Ott, Veronika Ringgold, Björn M. Eskofier, Heike Leutheuser
2024	J	`jnl`	Caption-Driven Explorations: Aligning Image and Text Embeddings through Human-Inspired Foveated Vision. CoRR Dario Zanca, Andrea Zugarini, Simon Dietz, Thomas R. Altstidl, Mark A. Turban Ndjeuha, Leo Schwinn, Björn M. Eskofier
2024	J	`jnl`	Clustering Runners' Response to Different Midsole Stack Heights: A Field Study. Sensors Jannik Koegel, Stacy Huerta, Markus Gambietz, Martin Ullrich, Christian Heyde, Eva Dorschky, Björn M. Eskofier
2024	J	`jnl`	Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms. ACM Trans. Knowl. Discov. Data Philipp Schlieper, Hermann Luft, Kai Klede, Christoph Strohmeyer, Björn M. Eskofier, Dario Zanca
2024	B	`conf`	How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series. IJCNN Simon Dietz, Thomas Altstidl, Dario Zanca, Björn M. Eskofier, An Nguyen
2024	J	`jnl`	How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series. CoRR Simon Dietz, Thomas Altstidl, Dario Zanca, Björn M. Eskofier, An Nguyen
2024	J	`jnl`	Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation. CoRR Björn Nieth, Thomas Altstidl, Leo Schwinn, Björn M. Eskofier
2024	—	`conf`	Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data. ICCS (4) Bernhard Schrupp, Kai Klede, René Raab, Björn M. Eskofier
2024	J	`jnl`	The Impact of Random Models on Standardized Clustering Similarity. IEEE Access Kai Klede, Thomas R. Altstidl, Dario Zanca, Björn M. Eskofier
2023	J	`jnl`	Active Learning of Ordinal Embeddings: A User Study on Football Data. Trans. Mach. Learn. Res. Christoffer Löffler, Kion Fallah, Stefano Fenu, Dario Zanca, Björn M. Eskofier, Christopher John Rozell, Christopher Mutschler
2023	J	`jnl`	EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors. Sensors Ann-Kristin Seifer, Eva Dorschky, Arne Küderle, Hamid Moradi, Ronny Hannemann, Björn M. Eskofier
2023	J	`jnl`	Exploring misclassifications of robust neural networks to enhance adversarial attacks. Appl. Intell. Leo Schwinn, René Raab, An Nguyen, Dario Zanca, Björn M. Eskofier
2023	A*	`conf`	FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics. AAAI Kai Klede, Leo Schwinn, Dario Zanca, Björn M. Eskofier
2023	J	`jnl`	FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics. CoRR Kai Klede, Leo Schwinn, Dario Zanca, Björn M. Eskofier
2023	J	`jnl`	Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology. IEEE J. Biomed. Health Informatics Sergio Cerutti, Björn M. Eskofier, Georgia D. Tourassi
2023	J	`jnl`	Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things. IEEE J. Biomed. Health Informatics Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen, Wolfgang Nejdl
2023	B	`conf`	Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks. IJCNN Thomas Altstidl, An Nguyen, Leo Schwinn, Franz Köferl, Christopher Mutschler, Björn M. Eskofier, Dario Zanca
2023	J	`jnl`	Raising the Bar for Certified Adversarial Robustness with Diffusion Models. CoRR Thomas Altstidl, David Dobre, Björn M. Eskofier, Gauthier Gidel, Leo Schwinn
2022	J	`jnl`	Behind the Machine's Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention. CoRR Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
2022	J	`jnl`	Behind the Machine's Gaze: Neural Networks with Biologically-inspired Constraints Exhibit Human-like Visual Attention. Trans. Mach. Learn. Res. Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
2022	J	`jnl`	Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories. ACM Trans. Intell. Syst. Technol. Christoffer Löffler, Luca Reeb, Daniel Dzibela, Robert Marzilger, Nicolas Witt, Björn M. Eskofier, Christopher Mutschler
2022	—	`conf`	Digital Responsibility Goals - A Framework for a Human-Centered Sustainable Digital Economy with a Focus on Trusted Digital Solutions. dHealth Jutta Juliane Meier, Kai Hermsen, Jochen Bauer, Björn M. Eskofier
2022	J	`jnl`	Federated Learning for Healthcare: Systematic Review and Architecture Proposal. ACM Trans. Intell. Syst. Technol. Rodolfo Stoffel Antunes, Cristiano André da Costa, Arne Küderle, Imrana Abdullahi Yari, Björn M. Eskofier
2022	J	`jnl`	HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms. IEEE Internet Things J. Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Rodolfo Stoffel Antunes, Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Luiz Gonzaga da Silveira Jr., Björn M. Eskofier
2022	J	`jnl`	Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification. CoRR Leo Schwinn, Leon Bungert, An Nguyen, René Raab, Falk Pulsmeyer, Doina Precup, Björn M. Eskofier, Dario Zanca
2022	J	`jnl`	Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks. CoRR Thomas Altstidl, An Nguyen, Leo Schwinn, Franz Köferl, Christopher Mutschler, Björn M. Eskofier, Dario Zanca
2022	J	`jnl`	Simulating Human Gaze with Neural Visual Attention. CoRR Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
2021	—	`conf`	Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. Bildverarbeitung für die Medizin Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
2021	—	`conf`	BASH: Biomechanical Animated Skinned Human for Visualization of Kinematics and Muscle Activity. VISIGRAPP (1: GRAPP) Robert Schleicher, Marlies Nitschke, Jana Martschinke, Marc Stamminger, Björn M. Eskofier, Jochen Klucken, Anne D. Koelewijn
2021	J	`jnl`	BioPsyKit: A Python package for the analysis of biopsychological data. J. Open Source Softw. Robert Richer, Arne Küderle, Martin Ullrich, Nicolas Rohleder, Björn M. Eskofier
2021	J	`jnl`	DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration. Expert Syst. Appl. Denise Bandeira da Silva, Diogo Schmidt, Cristiano André da Costa, Rodrigo da Rosa Righi, Björn M. Eskofier
2021	Misc	`conf`	Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives. MuC Luisa Dörflinger, Michael Nissen, Katharina M. Jäger, Markus Wirth, Adriana Titzmann, Constanza Pontones, Peter A. Fasching, Matthias W. Beckmann, Stefan Gradl, Björn M. Eskofier
2021	J	`jnl`	Electromyography for Teleoperated Tasks in Weightlessness. IEEE Trans. Hum. Mach. Syst. Annette Hagengruber, Ulrike Leipscher, Björn M. Eskofier, Jörn Vogel
2021	—	`conf`	Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment. EMBC Wolfgang A. Mehringer, Markus Wirth, Franka Risch, Daniel Roth, Georg Michelson, Björn M. Eskofier
2021	A	`conf`	Identifying untrustworthy predictions in neural networks by geometric gradient analysis. UAI Leo Schwinn, An Nguyen, René Raab, Leon Bungert, Daniel Tenbrinck, Dario Zanca, Martin Burger, Björn M. Eskofier
2021	J	`jnl`	Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study. Frontiers Digit. Health Mostafa Kamal Mallick, Sarah Biser, Aathira Haridas, Vaishnavi Umesh, Olaf Tönsing, Imrana Abdullahi Yari, Malte Ollenschläger, Maria Heckel, Christoph Ostgathe, Felix Kluge, Björn M. Eskofier, Tobias Steigleder
2021	J	`jnl`	Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements. CoRR Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
2021	J	`jnl`	System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data. IEEE Access An Nguyen, Stefan Förstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Björn M. Eskofier
2021	A*	`conf`	The Impact of Avatar Appearance, Perspective and Context on Gait Variability and User Experience in Virtual Reality. VR Markus Wirth, Stefan Gradl, Georg Prosinger, Felix Kluge, Daniel Roth, Björn M. Eskofier
2021	—	`conf`	Towards an IMU-based Pen Online Handwriting Recognizer. ICDAR (3) Mohamad Wehbi, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Björn M. Eskofier
2021	J	`jnl`	Wearables-based multi-task gait and activity segmentation using recurrent neural networks. Neurocomputing Christine F. Martindale, Vincent Christlein, Philipp Klumpp, Björn M. Eskofier
2020	J	`jnl`	An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs. CoRR Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, An Nguyen, Martin Matzner, Jörg Becker, Björn M. Eskofier
2020	J	`jnl`	Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review. Appl. Soft Comput. Naira Kaieski, Cristiano André da Costa, Rodrigo da Rosa Righi, Priscila Schmidt Lora, Björn M. Eskofier
2020	—	`conf`	Assessing Personality Traits of Team Athletes in Virtual Reality. VR Workshops Markus Wirth, Stefan Gradl, Wolfgang A. Mehringer, Richard Kulpa, Hannes Rupprecht, Dino Poimann, Annemarie F. Laudanski, Björn M. Eskofier
2020	—	`conf`	Automatic clinical gait test detection from inertial sensor data. EMBC Stefan Fischer, Martin Ullrich, Arne Küderle, Heiko Gaßner, Jochen Klucken, Björn M. Eskofier, Felix Kluge
2020	J	`jnl`	Baptizo: A sensor fusion based model for tracking the identity of human poses. Inf. Fusion Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa, Luiz Gonzaga Jr., Rodolfo Stoffel Antunes, Rodrigo da Rosa Righi, Andreas Maier, Björn M. Eskofier, Rebecca Fahrig, Tim Horz
2020	J	`jnl`	Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies. IEEE J. Biomed. Health Informatics Martin Ullrich, Arne Küderle, Julius Hannink, Silvia Del Din, Heiko Gaßner, Franz Marxreiter, Jochen Klucken, Björn M. Eskofier, Felix Kluge
2020	J	`jnl`	Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? Sensors Markus Zrenner, Arne Küderle, Nils Roth, Ulf Jensen, Burkhard Dümler, Björn M. Eskofier
2020	B	`conf`	Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser. EDM Philipp Dumbach, Alexander Aly, Markus Zrenner, Björn M. Eskofier
2020	J	`jnl`	Fast and Stable Adversarial Training through Noise Injection. CoRR Leo Schwinn, Björn M. Eskofier
2020	J	`jnl`	Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System. Sensors Jesus D. Ceron, Christine F. Martindale, Diego M. López, Felix Kluge, Björn M. Eskofier
2020	—	`conf`	Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee. MICCAI (3) Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier
2020	J	`jnl`	Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. CoRR Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier
2020	J	`jnl`	Simultaneous Indoor Pedestrian Localization and House Mapping Based on Inertial Measurement Unit and Bluetooth Low-Energy Beacon Data. Sensors Jesus D. Ceron, Felix Kluge, Arne Küderle, Björn M. Eskofier, Diego M. López
2020	J	`jnl`	Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients. IEEE J. Biomed. Health Informatics Christine F. Martindale, Nils Roth, Heiko Gaßner, Julia List, Martin Regensburger, Björn M. Eskofier, Zacharias Kohl
2020	J	`jnl`	The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Felix Ott, Mohamad Wehbi, Tim Hamann, Jens Barth, Björn M. Eskofier, Christopher Mutschler
2019	—	`conf`	A Mobile Solution for Rhythmic Auditory Stimulation Gait Training. EMBC Katharina Aholt, Christine F. Martindale, Arne Küderle, Heiko Gaßner, Till Gladow, Javier Rojo, Samanta Villanueva Mascato, Jochen Klucken, María Teresa Arredondo Waldmeyer, Björn M. Eskofier
2019	—	`conf`	An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables. PervasiveHealth Stefan Gradl, Markus Wirth, Robert Richer, Nicolas Rohleder, Björn M. Eskofier
2019	A	`conf`	Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, Sebastian P. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Ríos-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
2019	—	`conf`	Classification of Acute Stress-Induced Response Patterns. PervasiveHealth Luca Abel, Robert Richer, Arne Küderle, Stefan Gradl, Björn M. Eskofier, Nicolas Rohleder
2019	J	`jnl`	Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables. Sensors Christine F. Martindale, Sebastijan Sprager, Björn M. Eskofier
2019	J	`jnl`	Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach. IEEE J. Biomed. Health Informatics Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Jochen Klucken, Elmar Nöth
2019	J	`jnl`	On Providing Multi-Level Quality of Service for Operating Rooms of the Future. Sensors Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Björn M. Eskofier, Andreas K. Maier
2019	J	`jnl`	Sick Moves! Motion Parameters as Indicators of Simulator Sickness. IEEE Trans. Vis. Comput. Graph. Tobias Feigl, Daniel Roth, Stefan Gradl, Markus Wirth, Marc Erich Latoschik, Björn M. Eskofier, Michael Philippsen, Christopher Mutschler
2019	B	`conf`	The Stroop Room: A Virtual Reality-Enhanced Stroop Test. VRST Stefan Gradl, Markus Wirth, Nico Mächtlinger, Romina Poguntke, Andrea Wonner, Nicolas Rohleder, Björn M. Eskofier
2019	J	`jnl`	Toward analyzing mutual interference on infrared-enabled depth cameras. Comput. Vis. Image Underst. Lucas Adams Seewald, Vinicius Facco Rodrigues, Malte Ollenschläger, Rodolfo Stoffel Antunes, Cristiano André da Costa, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Andreas Maier, Björn M. Eskofier, Rebecca Fahrig
2019	J	`jnl`	Turning Analysis during Standardized Test Using On-Shoe Wearable Sensors in Parkinson's Disease. Sensors Nooshin Haji Ghassemi, Julius Hannink, Nils Roth, Heiko Gassner, Franz Marxreiter, Jochen Klucken, Björn M. Eskofier
2019	—	`conf`	Unsupervised harmonic frequency-based gait sequence detection for Parkinson's disease. BHI Martin Ullrich, Julius Hannink, Heiko Gaßner, Jochen Klucken, Björn M. Eskofier, Felix Kluge
2018	J	`jnl`	A Survey of Sensors in Healthcare Workflow Monitoring. ACM Comput. Surv. Rodolfo Stoffel Antunes, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa, Luiz Gonzaga Jr., Rodrigo da Rosa Righi, Andreas K. Maier, Björn M. Eskofier, Malte Ollenschläger, Farzad Naderi, Rebecca Fahrig, Sebastian Bauer, Sigrun Klein, Gelson Campanatti
2018	A	`conf`	Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players. Conference on Designing Interactive Systems Markus Wirth, Stefan Gradl, Dino Poimann, Hannes Schaefke, Julia Matlok, Harald Koerger, Björn M. Eskofier
2018	J	`jnl`	Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units. Sensors Markus Zrenner, Stefan Gradl, Ulf Jensen, Martin Ullrich, Björn M. Eskofier
2018	—	`conf`	Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks. CinC Sven Schellenberger, Kilin Shi, Melanie Mai, Jan Philipp Wiedemann, Tobias Steigleder, Björn M. Eskofier, Robert Weigel, Alexander Koelpin
2018	A*	`conf`	Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology. UIST Markus Wirth, Stefan Gradl, Jan Sembdner, Soeren Kuhrt, Björn M. Eskofier
2018	—	`conf`	Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality. EMBC Markus Wirth, Stefan Gradl, Dino Poimann, Robert Richer, Jenny Ottmann, Björn M. Eskofier
2018	—	`conf`	Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach. UCAmI Jesús D. Cerón, Diego M. López, Björn M. Eskofier
2018	J	`jnl`	Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards. Artif. Intell. Medicine Cristiano André da Costa, Cristian F. Pasluosta, Björn M. Eskofier, Denise Bandeira da Silva, Rodrigo da Rosa Righi
2018	C	`conf`	Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation. BSN Markus Zrenner, Martin Ullrich, Pascal Zobel, Ulf Jensen, Felix Laser, Benjamin H. Groh, Burkhard Dümler, Björn M. Eskofier
2018	—	`conf`	Mobile Gait Analysis using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients. EMBC Christine F. Martindale, Nils Roth, Heiko Gassner, Dennis Jensen, Zacharias Kohl, Björn M. Eskofier
2018	J	`jnl`	Mobile Stride Length Estimation With Deep Convolutional Neural Networks. IEEE J. Biomed. Health Informatics Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jens Barth, Samuel Schülein, Karl-Günter Gaßmann, Jochen Klucken, Björn M. Eskofier
2018	—	`conf`	Movement Speed Estimation Based on Foot Acceleration Patterns. EMBC Stefan Gradl, Markus Zrenner, Dominik Schuldhaus, Markus Wirth, Tomek Cegielny, Constantin Zwick, Björn M. Eskofier
2018	C	`conf`	Promoting relaxation using virtual reality, olfactory interfaces and wearable EEG. BSN Judith Amores, Robert Richer, Nan Zhao, Pattie Maes, Björn M. Eskofier
2018	—	`conf`	Real-time Mental State Recognition using a Wearable EEG. EMBC Robert Richer, Nan Zhao, Judith Amores, Björn M. Eskofier, Joseph A. Paradiso
2018	J	`jnl`	Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease. Sensors Nooshin Haji Ghassemi, Julius Hannink, Christine F. Martindale, Heiko Gassner, Meinard Müller, Jochen Klucken, Björn M. Eskofier
2018	J	`jnl`	Self-Powered Multiparameter Health Sensor. IEEE J. Biomed. Health Informatics Andreas Tobola, Heike Leutheuser, Markus Pollak, Peter Spies, Christian Hofmann, Christian Weigand, Björn M. Eskofier, Georg Fischer
2018	C	`conf`	Sleeve based knee angle calculation for rehabilitation. BSN Mathias W. Maurer, Markus Zrenner, David Reynolds, Burkhard Dümler, Björn M. Eskofier
2018	—	`conf`	Smart Annotation Tool for Multi-sensor Gait-based Daily Activity Data. PerCom Workshops Christine F. Martindale, Nils Roth, Julius Hannink, Sebastijan Sprager, Björn M. Eskofier
2018	C	`conf`	Unobtrusive and wearable landing momentum estimation in Ski jumping with inertial-magnetic sensors. BSN Benjamin H. Groh, Julian Fritz, Martin Deininger, Hermann Schwameder, Björn M. Eskofier
2018	C	`conf`	Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors. BSN Stefan Gradl, Markus Wirth, Tobias Zillig, Björn M. Eskofier
2017	J	`jnl`	Activity recognition in beach volleyball using a Deep Convolutional Neural Network - Leveraging the potential of Deep Learning in sports. Data Min. Knowl. Discov. Thomas Kautz, Benjamin H. Groh, Julius Hannink, Ulf Jensen, Holger Strubberg, Björn M. Eskofier
2017	J	`jnl`	Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Benjamin H. Groh, Frank Warschun, Martin Deininger, Thomas Kautz, Christine Martindale, Björn M. Eskofier
2017	Misc	`conf`	Ball speed and spin estimation in table tennis using a racket-mounted inertial sensor. ISWC Peter Blank, Benjamin H. Groh, Björn M. Eskofier
2017	J	`jnl`	Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis. Sensors Julius Hannink, Malte Ollenschläger, Felix Kluge, Nils Roth, Jochen Klucken, Björn M. Eskofier
2017	J	`jnl`	Can machine learning techniques predict customer dissatisfaction? A feasibility study for the automotive industry. Artif. Intell. Res. Stefan Meinzer, Ulf Jensen, Alexander Thamm, Joachim Hornegger, Björn M. Eskofier
2017	J	`jnl`	Classification and visualization of skateboard tricks using wearable sensors. Pervasive Mob. Comput. Benjamin H. Groh, Martin Fleckenstein, Thomas Kautz, Björn M. Eskofier
2017	J	`jnl`	Generic performance measure for multiclass-classifiers. Pattern Recognit. Thomas Kautz, Björn M. Eskofier, Cristian F. Pasluosta
2017	—	`conf`	Privacy Implications of Room Climate Data. ESORICS (2) Philipp Morgner, Christian Müller, Matthias Ring, Björn M. Eskofier, Christian Riess, Frederik Armknecht, Zinaida Benenson
2017	C	`conf`	Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests. BSN Julius Hannink, Felix Kluge, Heiko Gassner, Jochen Klucken, Björn M. Eskofier
2017	J	`jnl`	Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise. IEEE Trans. Biomed. Eng. Heike Leutheuser, Christian Heyde, Kai Roecker, Albert Gollhofer, Björn M. Eskofier
2017	J	`jnl`	Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise. IEEE J. Biomed. Health Informatics Matthias Ring, Clemens Lohmueller, Manfred Rauh, Joachim Mester, Björn M. Eskofier
2017	—	`conf`	Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia. EMBC Christine F. Martindale, Martin Strauss, Heiko Gassner, Julia List, Meinard Müller, Jochen Klucken, Zacharias Kohl, Björn M. Eskofier
2017	J	`jnl`	Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks. IEEE J. Biomed. Health Informatics Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Karl-Gunter Gasmann, Jochen Klucken, Björn M. Eskofier
2017	J	`jnl`	Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models. Sensors Christine F. Martindale, Florian Hoenig, Christina Strohrmann, Björn M. Eskofier
2017	—	`ch.`	Textile Integrated Wearable Technologies for Sports and Medical Applications. Smart Textiles Heike Leutheuser, Nadine R. Lang, Stefan Gradl, Matthias Struck, Andreas Tobola, Christian Hofmann, Lars Anneken, Björn M. Eskofier
2017	J	`jnl`	Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters. Sensors Felix Kluge, Heiko Gassner, Julius Hannink, Cristian F. Pasluosta, Jochen Klucken, Björn M. Eskofier
2017	—	`conf`	Using Wearable Inertial Sensors to Compare Different Versions of the Dual Task Paradigm during Walking. ECCE Harry J. Witchel, Robert Needham, Aoife Healy, Joseph H. Guppy, Jake Bush, Cäcilia Oberndorfer, Chantal Herberz, Carina E. I. Westling, Dawit Kim, Daniel Roggen, Jens Barth, Björn M. Eskofier, Waqar Rashid, Nachiappan Chockalingam, Jochen Klucken
2016	J	`jnl`	A Temperature-Based Bioimpedance Correction for Water Loss Estimation During Sports. IEEE J. Biomed. Health Informatics Matthias Ring, Clemens Lohmueller, Manfred Rauh, Joachim Mester, Björn M. Eskofier
2016	J	`jnl`	An approximation of the Gaussian RBF kernel for efficient classification with SVMs. Pattern Recognit. Lett. Matthias Ring, Björn M. Eskofier
2016	J	`jnl`	Approaching the accuracy-cost conflict in embedded classification system design. Pattern Anal. Appl. Ulf Jensen, Patrick Kugler, Matthias Ring, Björn M. Eskofier
2016	C	`conf`	Augmented motion models for constrained position tracking with Kalman filters. FUSION Thomas Kautz, Benjamin H. Groh, Björn M. Eskofier
2016	A	`conf`	Automatic clustering of code changes. MSR Patrick Kreutzer, Georg Dotzler, Matthias Ring, Björn M. Eskofier, Michael Philippsen
2016	Misc	`conf`	Ball impact localization on table tennis rackets using piezo-electric sensors. ISWC Peter Blank, Thomas Kautz, Björn M. Eskofier
2016	C	`conf`	Battery runtime optimization toolbox for wearable biomedical sensors. BSN Andreas Tobola, Heike Leutheuser, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Björn M. Eskofier, Georg Fischer
2016	—	`conf`	Blind path obstacle detector using smartphone camera and line laser emitter. TISHW Rimon Saffoury, Peter Blank, Julian Sessner, Benjamin H. Groh, Christine F. Martindale, Eva Dorschky, Jörg Franke, Björn M. Eskofier
2016	—	`conf`	Blood glucose level prediction based on support vector regression using mobile platforms. EMBC Maximilian P. Reymann, Eva Dorschky, Benjamin H. Groh, Christine Martindale, Peter Blank, Björn M. Eskofier
2016	—	`conf`	Combined accelerometer and EMG analysis to differentiate essential tremor from Parkinson's disease. EMBC Nooshin Haji Ghassemi, Franz Marxreiter, Cristian F. Pasluosta, Patrick Kugler, Johannes Schlachetzki, Axel Schramm, Björn M. Eskofier, Jochen Klucken
2016	Misc	`conf`	Improving UX and Productivity through TUIs in Work Environments. MuC Christian Zagel, Stefan Herpich, Björn M. Eskofier, Freimut Bodendorf
2016	—	`conf`	Inertial sensor based gait analysis discriminates subjects with and without visual impairment caused by simulated macular degeneration. EMBC Christoph M. Kanzler, Jens Barth, Jochen Klucken, Björn M. Eskofier
2016	C	`conf`	Instantaneous P- and T-wave detection: Assessment of three ECG fiducial points detection algorithms. BSN Heike Leutheuser, Stefan Gradl, Lars Anneken, Martin Arnold, Nadine Lang, Stephan Achenbach, Björn M. Eskofier
2016	J	`jnl`	Quantification of Nighttime Micturition With an Ambulatory Sensor-Based System. IEEE J. Biomed. Health Informatics Verena Huppert, Jan Paulus, Ute Paulsen, Martin Burkart, Bernd Wullich, Björn M. Eskofier
2016	—	`conf`	Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment. EMBC Björn M. Eskofier, Sunghoon Ivan Lee, Jean-Francois Daneault, Fatemeh Noushin Golabchi, Gabriela Ferreira-Carvalho, Gloria Vergara-Diaz, Stefano Sapienza, Gianluca Costante, Jochen Klucken, Thomas Kautz, Paolo Bonato
2016	J	`jnl`	Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks. CoRR Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jochen Klucken, Björn M. Eskofier
2016	Misc	`conf`	Smart soccer shoe: monitoring foot-ball interaction with shoe integrated textile pressure sensor matrix. ISWC Bo Zhou, Harald Koerger, Markus Wirth, Constantin Zwick, Christine Martindale, Heber Cruz, Björn M. Eskofier, Paul Lukowicz
2016	J	`jnl`	Stride Length Estimation with Deep Learning. CoRR Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jens Barth, Samuel Schülein, Karl-Günter Gaßmann, Jochen Klucken, Björn M. Eskofier
2016	C	`conf`	Unobtrusive real-time heart rate variability analysis for the detection of orthostatic dysregulation. BSN Robert Richer, Benjamin H. Groh, Peter Blank, Eva Dorschky, Christine Martindale, Jochen Klucken, Björn M. Eskofier
2016	—	`conf`	Virtual and augmented reality in sports: an overview and acceptance study. UbiComp Adjunct Stefan Gradl, Björn M. Eskofier, Dominic Eskofier, Christopher Mutschler, Stephan Otto
2016	J	`jnl`	Wearable Real-Time Skateboard Trick Visualization and Its Community Perception. IEEE Computer Graphics and Applications Benjamin H. Groh, Jasmin Flaschka, Markus Wirth, Thomas Kautz, Martin Fleckenstein, Björn M. Eskofier
2016	C	`conf`	Wearable trick classification in freestyle snowboarding. BSN Benjamin H. Groh, Martin Fleckenstein, Björn M. Eskofier
2016	—	`conf`	Workshop on wearables for sports. UbiComp Adjunct Christine F. Martindale, Markus Wirth, Stefan Schneegass, Markus Zrenner, Benjamin H. Groh, Peter Blank, Dominik Schuldhaus, Thomas Kautz, Björn M. Eskofier
2016	Misc	`conf`	Your personal movie producer: generating highlight videos in soccer using wearables. ISWC Dominik Schuldhaus, Carolin Jakob, Constantin Zwick, Harald Koerger, Björn M. Eskofier
2016	—	`conf`	miPod 2: a new hardware platform for embedded real-time processing in sports and fitness applications. UbiComp Adjunct Peter Blank, Steffen Hofmann, Martin Kulessa, Björn M. Eskofier
2015	J	`jnl`	A Robust Kalman Framework with Resampling and Optimal Smoothing. Sensors Thomas Kautz, Björn M. Eskofier
2015	J	`jnl`	An Emerging Era in the Management of Parkinson's Disease: Wearable Technologies and the Internet of Things. IEEE J. Biomed. Health Informatics Cristian F. Pasluosta, Heiko Gassner, Jürgen Winkler, Jochen Klucken, Björn M. Eskofier
2015	C	`conf`	Arrhythmia classification using RR intervals: Improvement with sinusoidal regression feature. BSN Heike Leutheuser, Stefan Gradl, Björn M. Eskofier, Andreas Tobola, Nadine Lang, Lars Anneken, Martin Arnold, Stephan Achenbach
2015	C	`conf`	Comparative study on classifying gait with a single trunk-mounted inertial-magnetic measurement unit. BSN Katharina Full, Heike Leutheuser, Jason Schlessman, Roger Armitage, Björn M. Eskofier
2015	J	`jnl`	Guest Editorial: Enabling Technologies for Parkinson's Disease Management. IEEE J. Biomed. Health Informatics Jochen Klucken, Karl E. Friedl, Björn M. Eskofier, Jeffrey M. Hausdorf
2015	C	`conf`	IMU-based pose determination of scuba divers' bodies and shanks. BSN Benjamin H. Groh, Tobias Cibis, Ralph O. Schill, Björn M. Eskofier
2015	J	`jnl`	Inertial Sensor-Based Stride Parameter Calculation From Gait Sequences in Geriatric Patients. IEEE Trans. Biomed. Eng. Alexander Rampp, Jens Barth, Samuel Schülein, Karl-Gunter Gasmann, Jochen Klucken, Björn M. Eskofier
2015	—	`conf`	Inertial sensor based and shoe size independent gait analysis including heel and toe clearance estimation. EMBC Christoph M. Kanzler, Jens Barth, Alexander Rampp, Heiko Schlarb, Franz Rott, Jochen Klucken, Björn M. Eskofier
2015	J	`jnl`	Modeling and Simulation of Sport Games, Sport Movements, and Adaptations to Training (Dagstuhl Seminar 15382). Dagstuhl Reports Ricardo Duarte, Björn M. Eskofier, Martin Rumpf, Josef Wiemeyer
2015	C	`conf`	Novel human computer interaction principles for cardiac feedback using google glass and Android wear. BSN Robert Richer, Tim Maiwald, Cristian F. Pasluosta, Bernhard Hensel, Björn M. Eskofier
2015	—	`conf`	On sweat analysis for quantitative estimation of dehydration during physical exercise. EMBC Matthias Ring, Clemens Lohmueller, Manfred Rauh, Björn M. Eskofier
2015	J	`jnl`	Optimal feature selection for nonlinear data using branch-and-bound in kernel space. Pattern Recognit. Lett. Matthias Ring, Björn M. Eskofier
2015	—	`conf`	Pull test estimation in Parkinson's disease patients using wearable sensor technology. EMBC Cristian F. Pasluosta, Jens Barth, Heiko Gassner, Jochen Klucken, Björn M. Eskofier
2015	C	`conf`	Sampling rate impact on energy consumption of biomedical signal processing systems. BSN Andreas Tobola, Franz J. Streit, Chris Espig, Oliver Korpok, Christian Sauter, Nadine Lang, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Heike Leutheuser, Björn M. Eskofier, Georg Fischer
2015	—	`conf`	Scalable ECG hardware and algorithms for extended runtime of wearable sensors. MeMeA Andreas Tobola, Chris Espig, Franz J. Streit, Oliver Korpok, Björn Schmitz, Christian Hofmann, Matthias Struck, Christian Weigand, Heike Leutheuser, Björn M. Eskofier, Georg Fischer
2015	J	`jnl`	Stride Segmentation during Free Walk Movements Using Multi-Dimensional Subsequence Dynamic Time Warping on Inertial Sensor Data. Sensors Jens Barth, Cäcilia Oberndorfer, Cristian F. Pasluosta, Samuel Schülein, Heiko Gassner, Samuel J. Reinfelder, Patrick Kugler, Dominik Schuldhaus, Jürgen Winkler, Jochen Klucken, Björn M. Eskofier
2015	—	`conf`	Temporal correction of detected R-peaks in ECG signals: A crucial step to improve QRS detection algorithms. EMBC Stefan Gradl, Heike Leutheuser, Mohamed Elgendi, Nadine Lang, Björn M. Eskofier
2015	—	`conf`	Timed Up-and-Go phase segmentation in Parkinson's disease patients using unobtrusive inertial sensors. EMBC Samuel J. Reinfelder, Roland Hauer, Jens Barth, Jochen Klucken, Björn M. Eskofier
2015	—	`conf`	Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data. EMBC Patrick Mullan, Christoph M. Kanzler, Benedikt Lorch, Lea Schroeder, Ludwig Winkler, Larissa Laich, Frederik Riedel, Robert Richer, Christoph Luckner, Heike Leutheuser, Björn M. Eskofier, Cristian F. Pasluosta
2015	—	`conf`	Using wearable sensors for semiology-independent seizure detection - towards ambulatory monitoring of epilepsy. EMBC Beeke E. Heldberg, Thomas Kautz, Heike Leutheuser, Rudiger Hopfengartner, Burkhard S. Kasper, Björn M. Eskofier
2015	—	`conf`	Wearable real-time ecg monitoring with emergency alert system for scuba diving. EMBC Tobias Cibis, Benjamin H. Groh, Heike Gatermann, Heike Leutheuser, Björn M. Eskofier
2014	B	`conf`	A Two-Stage Regression Using Bioimpedance and Temperature for Hydration Assessment During Sports. ICPR Matthias Ring, Clemens Lohmueller, Manfred Rauh, Björn M. Eskofier
2014	—	`conf`	An ambulatory sensor-based system for quantification of nighttime micturition for accurate nocturia assessment. EMBC Björn M. Eskofier, Jan Paulus, Ute Paulsen, Martin Burkart, Bernd Wullich, Verena Huppert
2014	—	`conf`	Comparison of a priori calibration models for respiratory inductance plethysmography during running. EMBC Heike Leutheuser, Christian Heyde, Albert Gollhofer, Björn M. Eskofier
2014	—	`conf`	Comparison of real-time classification systems for arrhythmia detection on Android-based mobile devices. EMBC Heike Leutheuser, Stefan Gradl, Patrick Kugler, Lars Anneken, Martin Arnold, Stephan Achenbach, Björn M. Eskofier
2014	—	`conf`	ICA-based reduction of electromyogenic artifacts in EEG data: Comparison with and without EMG data. EMBC Florian Gabsteiger, Heike Leutheuser, Pedro Reis, Matthias Lochmann, Björn M. Eskofier
2014	—	`conf`	Wearable static posturography solution using a novel pressure sensor sole. EMBC Samuel J. Reinfelder, Felix Durlak, Jens Barth, Jochen Klucken, Björn M. Eskofier
2013	—	`conf`	Measurement of Individual Changes in the Performance of Human Stereoscopic Vision for Disparities at the Limits of the Zone of Comfortable Viewing. 3DV Jan Paulus, Georg Michelson, Marcus Barkowsky, Joachim Hornegger, Björn M. Eskofier, Michael Schmidt
2013	—	`conf`	Smart sensor architectures for embedded biosignal analysis. DASIP Benjamin Pfundt, Marc Reichenbach, Björn M. Eskofier, Dietmar Fey
2013	—	`conf`	Subsequence dynamic time warping as a method for robust step segmentation using gyroscope signals of daily life activities. EMBC Jens Barth, Cäcilia Oberndorfer, Patrick Kugler, Dominik Schuldhaus, Jürgen Winkler, Jochen Klucken, Björn M. Eskofier
2012	—	`conf`	Combined analysis of sensor data from hand and gait motor function improves automatic recognition of Parkinson's disease. EMBC Jens Barth, Michael Sünkel, Katharina Bergner, Gerald Schickhuber, Jürgen Winkler, Jochen Klucken, Björn M. Eskofier
2011	—	`conf`	Biometric and mobile gait analysis for early diagnosis and therapy monitoring in Parkinson's disease. EMBC Jens Barth, Jochen Klucken, Patrick Kugler, Thomas Kammerer, Ralph Steidl, Jürgen Winkler, Joachim Hornegger, Björn M. Eskofier
2011	J	`jnl`	Comparison and classification of 3D objects surface point clouds on the example of feet. Mach. Vis. Appl. Rainer Grimmer, Björn M. Eskofier, Heiko Schlarb, Joachim Hornegger
2010	J	`jnl`	Embedded Classification of Speed and Inclination during Running. Int. J. Comput. Sci. Sport Björn M. Eskofier, Martin Wagner, Ian Munson, Mark Oleson
2010	—	`conf`	Feedback-Training mit tragbaren Sensor-Netzwerken. GI Jahrestagung (1) Patrick Kugler, Ulf Jensen, Björn M. Eskofier, Joachim Hornegger
2009	J	`jnl`	Gervit - A Tool For Sports Data Visualization Employing Google Earth. Int. J. Comput. Sci. Sport Björn M. Eskofier, Daniel Melzer
2009	J	`jnl`	Temporal Trajectory Aware Video Quality Measure. IEEE J. Sel. Top. Signal Process. Marcus Barkowsky, Jens Bialkowski, Björn M. Eskofier, Roland Bitto, André Kaup
2008	—	`book`	Non-Rigid 3D SPECT/CT Image Registration - Registration of Myocardial Datasets. Björn M. Eskofier
2008	J	`jnl`	Real Time Surveying and Monitoring of Athletes Using Mobile Phones and GPS. Int. J. Comput. Sci. Sport Björn M. Eskofier, Elmar Hartmann, Pascal Kühner, Janet Griffin, Heiko Schlarb, Manfred Schmitt, Joachim Hornegger
2008	—	`book`	Verbesserung der objektiven Beurteilung von Videoqualität - Modellierung des zeitlichen Verhaltens des menschlichen visuellen Systems. Björn M. Eskofier