Stefan Becker

Orcid: 0000-0001-7367-2519

According to our database1, Stefan Becker authored at least 64 papers between 2009 and 2023.

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Bibliography

2023
Utilizing dataset affinity prediction in object detection to assess training data.
CoRR, 2023

Vocal Fold Reconstruction from Optical Velocity and Displacement Measurements.
CoRR, 2023

Eigenpatches - Adversarial Patches from Principal Components.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Development of New Moral Foundation Vignettes for Unethical Behavior Against Whistleblowers.
Proceedings of the Social Computing and Social Media, 2023

READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Bézier Curve Gaussian Processes.
CoRR, 2022

Simulating Wind Noise with Airflow Speed-Dependent Characteristics.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Revisiting Click-Based Interactive Video Object Segmentation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

The Role of Moral Receptors and Moral Disengagement in the Conduct of Unethical Behaviors Against Whistleblowers on Social Media.
Proceedings of the Social Computing and Social Media: Design, User Experience and Impact, 2022

2021
Micro-perforated panels for noise reduction.
Elektrotech. Informationstechnik, 2021

Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction.
IEEE Access, 2021

Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction.
Proceedings of the 2nd International Conference on Robotics, 2021

MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Handling Missing Observations with an RNN-based Prediction-Update Cycle.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
Dynamic Switching State Systems for Visual Tracking
PhD thesis, 2020

Integration of 3D Knowledge for On-Board UAV Visual Tracking.
CoRR, 2020

A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks.
CoRR, 2020

2019
An RNN-Based IMM Filter Surrogate.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

Parameterization of Simple Flow Rate Models for Real Centrifugal Pump Systems.
Proceedings of the 8th International Conference on Systems and Control, 2019

Impact of Fused Visible-Infrared Video Streams on Visual Tracking.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
State estimation for tracking in image space with a de- and re-coupled IMM filter.
Multim. Tools Appl., 2018

An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark.
CoRR, 2018

Particle-based pedestrian path prediction using LSTM-MDL models.
CoRR, 2018

Particle-based Pedestrian Path Prediction using LSTM-MDL Models.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2016
Integrated HMI Concept for Driver Assistance and Automation.
Proceedings of the Mensch und Computer 2016, 2016

On the Benefit of State Separation for Tracking in Image Space with an Interacting Multiple Model Filter.
Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Usability Evaluation of Blood Glucose Meters for Elderly Diabetic Patients.
Proceedings of the Cross-Cultural Design, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


Online multi-person tracking using Integral Channel Features.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015
mHealth: Challenges and impact on new forms of healthcare.
Proceedings of the Recent Advances in Ambient Assisted Living, 2015

Annotation driven MAP search space estimation for sliding-window based person detection.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Influence of Mobile ICT on the Adherence of Elderly People with Chronic Diseases.
Proceedings of the Human Aspects of IT for the Aged Population. Design for Everyday Life, 2015

An Evaluation of Background Subtraction Algorithms on Fused Infrared-Visible Video Streams.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
ls1 mardyn: The massively parallel molecular dynamics code for large systems.
CoRR, 2014

Identification of Crucial Parameters in a Mathematical Multiscale Model of Glioblastoma Growth.
Comput. Math. Methods Medicine, 2014

2013
Molecular modelling and simulation of electrolyte solutions, biomolecules, and wetting of component surfaces
CoRR, 2013

Optimization of FASTEST-3D for Modern Multicore Systems
CoRR, 2013

ODRL 2.0 Revisited.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

Personalisierte Modellierung der Progression primärer Hirntumoren als Optimierungsproblem mit Differentialgleichungsnebenbedingung.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

Molecular Modelling and Simulation of Electrolyte Solutions, Biomolecules, and Wetting of Component Surfaces.
Proceedings of the High Performance Computing in Science and Engineering '13, 2013

2012
A Novel Method for Simulating the Extracellular Matrix in Models of Tumour Growth.
Comput. Math. Methods Medicine, 2012

Workload-aware System Monitoring Using Performance Predictions Applied to a Large-scale E-Mail System.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012

Cyclic Numerical Time Integration in Variational Non-Rigid Image Registration based on Quadratic Regularisation.
Proceedings of the 17th International Workshop on Vision, Modeling, and Visualization, 2012

Global versus Regional User Requirements for the Vehicle HMI.
Proceedings of the Mensch & Computer 2012 - Workshopband: interaktiv informiert, 2012

An efficient, variational non-parametric model of tumour induced brain deformation to aid non-diffeomorphic image registration.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Towards a Real-Time Situational Awareness System for Surveillance Applications in Unconstrained Environments.
Proceedings of the Future Security - 7th Security Research Conference, 2012

A computational multiscale model of glioblastoma growth: Regulation of cell migration and proliferation via microRNA-451, LKB1 and AMPK.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

In-silico Modellierung der Immunantwort auf Hirntumorwachstum.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

Eine effiziente Parallel-Implementierung eines stabilen Euler-Cauchy-Verfahrens für die Modellierung von Tumorwachstum.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

Ein dämonenartiger Ansatz zur Modellierung tumorinduzierter Gewebedeformation als Prior für die nicht-rigide Bildregistrierung.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011
Is it Necessary to Model the Matrix Degrading Enzymes for Simulating Tumour Growth?.
Proceedings of the 16th International Workshop on Vision, Modeling, and Visualization, 2011

A model of tumour induced brain deformation as bio-physical prior for non-rigid image registration.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Ein diskreter Ansatz zur Modellierung von Tumorwachstum und Strahlentherapie.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

Modellierung tumorinduzierter Gewebedeformation als Optimierungsproblem mit weicher Nebenbedingung.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

Ein kontinuierlicher Ansatz zur Modellierung von Tumorwachstum und Strahlentherapie.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

2010
In-silico oncology: an approximate model of brain tumor mass effect based on directly manipulated free form deformation.
Int. J. Comput. Assist. Radiol. Surg., 2010

Coupling tumor growth with brain deformation: a constrained parametric non-rigid registration problem.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Approximating tumor induced brain deformation using directly manipulated free form deformation.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Approximation des Tumormasseeffekts mittels direkt-manipulierender Free-Form Deformation.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009
In-Silico Modellierung von Tumorwachstum: Approximation des Tumormasseeffektes mittels Thin-Plate-Splines.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Tumor-Wachstumsmodellierung als parametrisches Bildregistrierproblem.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009


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