Thomas Kopinski

According to our database, Thomas Kopinski authored at least 26 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Novel Architecture for Robust Explainable AI Approaches in Critical Object Detection Scenarios Based on Bayesian Neural Networks.

Daniel Gierse, Felix Neubürger, Thomas Kopinski

Proceedings of the Explainable Artificial Intelligence, 2023

Hybrid bayesian convolutional neural network object detection architectures for tracking small markers in automotive crashtest videos.

Felix Neubürger, Daniel Gierse, Thomas Kopinski

Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

2022

Coupled Finite-Element-Method-Simulations for Real-Time-Process Monitoring in Metal Forming Digital-Twins.

Felix Neubürger, Joachim Arens, Matthias Vollmer, Thomas Kopinski, Matthias Hermes

Proceedings of the 10th International Conference on Control, Mechatronics and Automation, 2022

2021

Disease Prediction Based on Individual's Medical History Using CNN.

Monica Krishnamoorthy, Mohammed Sharafath Abdul Hameed, Thomas Kopinski, Andreas Schwung

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2019

Hand Gesture Recognition in Automotive Human-Machine Interaction Using Depth Cameras.

Nico Zengeler, Thomas Kopinski, Uwe Handmann

Sensors, 2019

2018

An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities.

Alexander Gepperth, Ayanava Sarkar, Thomas Kopinski

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Free-hand gesture recognition with 3D-CNNs for in-car infotainment control in real-time.

Fabian Sachara, Thomas Kopinski, Alexander Gepperth, Uwe Handmann

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

A large-scale multi-pose 3D-RGB object database.

Fabian Sachara, Finn Handmann, Nico Cremer, Thomas Kopinski, Alexander Gepperth, Uwe Handmann

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Dynamic Hand Gesture Recognition for Mobile Systems Using Deep LSTM.

Ayanava Sarkar, Alexander Gepperth, Uwe Handmann, Thomas Kopinski

Proceedings of the Intelligent Human Computer Interaction - 9th International Conference, 2017

2016

Neural Learning Methods for Human-Computer Interaction. (Méthodes d'apprentissage pour l'interaction homme-machine).

Thomas Kopinski

PhD thesis, 2016

A Deep Learning Approach to Mid-air Gesture Interaction for Mobile Devices from Time-of-Flight Data.

Thomas Kopinski, Fabian Sachara, Uwe Handmann

Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

User Expectations on Touchless Gestures in Vehicles.

Paul März, Daniel Schwahlen, Stefan Geisler, Thomas Kopinski

Proceedings of the Mensch und Computer 2016, 2016

Touch versus mid-air gesture interfaces in road scenarios - measuring driver performance degradation.

Thomas Kopinski, Jan Eberwein, Stefan Geisler, Uwe Handmann

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Touchless interaction for future mobile applications.

Thomas Kopinski, Uwe Handmann

Proceedings of the 2016 International Conference on Computing, 2016

A time-of-flight-based hand posture database for human-machine interaction.

Thomas Kopinski, Alexander R. T. Gepperth, Uwe Handmann

Proceedings of the 14th International Conference on Control, 2016

A Deep Learning Approach for Hand Posture Recognition from Depth Data.

Thomas Kopinski, Fabian Sachara, Alexander Gepperth, Uwe Handmann

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

A light-weight real-time applicable hand gesture recognition system for automotive applications.

Thomas Kopinski, Stephane Magand, Alexander Rainer Tassilo Gepperth, Uwe Handmann

Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

A Real-Time Applicable Dynamic Hand Gesture Recognition Framework.

Thomas Kopinski, Alexander Gepperth, Uwe Handmann

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

A pragmatic approach to multi-class classification.

Thomas Kopinski, Stephane Magand, Uwe Handmann, Alexander Rainer Tassilo Gepperth

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Gesture-based human-machine interaction for assistance systems.

Thomas Kopinski, Stefan Geisler, Uwe Handmann

Proceedings of the IEEE International Conference on Information and Automation, 2015

A simple technique for improving multi-class classification with neural networks.

Thomas Kopinski, Alexander Gepperth, Uwe Handmann

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Demonstrator für ein handgestenbasiertes Interaktionskonzept im Automobil.

Thomas Kopinski, Stefan Geisler, Uwe Handmann

Proceedings of the Mensch & Computer 2014 - Workshopband, 14. Fachübergreifende Konferenz für Interaktive und Kooperative Medien - Interaktiv unterwegs - Freiräume gestalten, 31. August, 2014

A real-time applicable 3D gesture recognition system for automobile HMI.

Thomas Kopinski, Stefan Geisler, Louis-Charles Caron, Alexander Gepperth, Uwe Handmann

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Multimodal space representation driven by self-evaluation of predictability.

Mathieu Lefort, Thomas Kopinski, Alexander Gepperth

Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF Sensors.

Thomas Kopinski, Alexander Rainer Tassilo Gepperth, Stefan Geisler, Uwe Handmann

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013

Contactless Interaction for Automotive Applications.

Thomas Kopinski, Stefan Geisler, Uwe Handmann

Proceedings of the Mensch & Computer 2013: Interaktive Vielfalt, Interdisziplinäre Fachtagung, 8.-11. September 2013, Bremen, Germany, 2013