ausgewählte Veröffentlichungen

• AI-powered real-time analysis of human activity in videos via smartphone. 2023
• Automated generation of synthetic person activity data for AI models training 2023
• Automated generation of synthetic person activity data for AI models training 2023
• Development of a usability-optimised design concept in the context of an e-learning application for students in the field of data science 2022
• How a Few Custom Keycaps Make Keyboards More Ergonomic and Reduce Eye Movement by 35% 2022
• How a few custom keycaps make standard keyboards more ergonomic and reduce eye movement by 40% 2022
• Modular Image Synthesizer for Annotated Test Sets on Incremental Parameter Fields 2021
• Autonomous Language Learning with Augmented Reality – An Individual Case Study 2021
• ARTranslate - Immersive Language Exploration with Object Recognition and Augmented Reality 2020
• Real-Time Activity Detection of Human Movement in Videos via Smartphone Based on Synthetic Training Data 2020
• Real-Time Video Stream Reduction on Mobile Devices for Generation of Ground Truth Data for Indoor Localization 2020
• University of Applied Sciences Mittweida and Chemnitz University of Technology at TRECVID ActEv 2019 2020
• An Exploratory Study on the Perception of Optical Illusions in Real World and Virtual Environments 2020
• Investigating the Influence of Optical Stimuli on Human Decision Making in Dynamic VR-Environments 2020
• Simplified Indoor Localization Data Acquisition by Use of Recurrent LSTM Networks on Sequential Geomagnetic Vectors 2020
• Adaptation of Machine Learning Frameworks for Use in a Management Environment 2019
• An Exploratory Inspection of the Detection Quality of Pose and Object Detection Systems by Synthetic Data 2019
• Visual System Examination Using Synthetic Scenarios 2019
• A Scalable System Architecture for Activity Detection with Simple Heuristics 2019
• Use of Multiple Distributed Process Instances for Activity Analysis in Videos 2019
• Anpassung multipler ML-Frameworks der Personen- und Ortserkennung zur Verwendung in der EMSML-Umgebung - Analyse und Entwicklung eines generischen Workflows 2019
• Bildbasierte Aktivitätsanalyse mittels dezentraler Prozessinstanzen auf der Grundlage einer einheitlichen Datenbasis 2019
• Impact of Motivational Factors on the Learning Process in the Use of Learning Management Systems: An Empirical Study Based on Learners’ Experiences 2019
• Lexicon-Based Sentiment Analysis of Online Customer Ratings as a Quinary Classification Problem 2019
• Optimization of Project Management Processes Using the A* Project Management System (AStarPM) 2019
• University of Applied Sciences Mittweida and Chemnitz University of Technology at TRECVID Instance Search 2019 2019
• Generation of Individual Activity Classifiers for the Use in Mobile Context-Aware Applications 2019
• Synthetic Ground Truth Generation for Object Recognition Evaluation 2019
• Workshop: Virtuelle Welten 2018
• Bestimmung der Güte trainierter neuronaler Netze mittels eines generischen Annotationssystems 2018
• Development of a Holistic System for Activity Classification Based on Multimodal Sensor Data 2018
• Entwicklung eines Systems zur Erstellung annotierter Trainingssets bezüglich der Umlauffähigkeitsbewertung von Banknoten 2018
• Entwicklung eines holistischen Systems zur Erfassung und Klassifizierung von Aktivitätsdaten mittels CNNs 2018
• University of Applied Sciences Mittweida and Chemnitz University of Technology at TRECVID 2018 2018
• Ein Objekt-Tracking-Verfahren zur Verfolgung von Personenbewegungen in Überwachungsbereichen 2018
• ALBIGen - A Framework to Create Managed and Distributed Digital Signage Systems Based on Laravel and iBeacons 2018
• Audio- and Location-Based Interface Generator Using Laravel and iBeacon (ALBIGen) 2018
• Investigating the Influence of CPU Load, Memory Usage and Environmental Conditions on the Jittering of Android Devices 2018
• Synthetic Ground Truth Generation for Testing, Technology Evaluation and Verification (SyntTEV) 2018
• Person tracking and statistical representation of person movements in surveillance areas 2018
• Knowledge Communities in Business, Science and Public Administration. 20. Workshop GeNeMe‘17 2017
• Ausprägung von Verhaltensprofilen zur Navigation für KI-Bots in Unity 2017