Thomas Kopinski

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 22

Top Venues

ITSC

Mensch & Computer Workshopband

CoRR

IJCNN

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Daniel Gierse, Felix Neubürger, Thomas Kopinski
A Novel Architecture for Robust Explainable AI Approaches in Critical Object Detection Scenarios Based on Bayesian Neural Networks. xAI (2) (2023)
Felix Neubürger, Daniel Gierse, Thomas Kopinski
Hybrid bayesian convolutional neural network object detection architectures for tracking small markers in automotive crashtest videos. NLDL (2023)
Felix Neubürger, Joachim Arens, Matthias Vollmer, Thomas Kopinski, Matthias Hermes
Coupled Finite-Element-Method-Simulations for Real-Time-Process Monitoring in Metal Forming Digital-Twins. ICCMA (2022)
Monica Krishnamoorthy, Mohammed Sharafath Abdul Hameed, Thomas Kopinski, Andreas Schwung
Disease Prediction Based on Individual's Medical History Using CNN. ICMLA (2021)
Nico Zengeler, Thomas Kopinski, Uwe Handmann
Hand Gesture Recognition in Automotive Human-Machine Interaction Using Depth Cameras. Sensors 19 (1) (2019)
Alexander Gepperth, Ayanava Sarkar, Thomas Kopinski
An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities. ICANN (2) (2018)
Fabian Sachara, Finn Handmann, Nico Cremer, Thomas Kopinski, Alexander Gepperth, Uwe Handmann
A large-scale multi-pose 3D-RGB object database. IJCNN (2017)
Ayanava Sarkar, Alexander Gepperth, Uwe Handmann, Thomas Kopinski
Dynamic Hand Gesture Recognition for Mobile Systems Using Deep LSTM. IHCI (2017)
Fabian Sachara, Thomas Kopinski, Alexander Gepperth, Uwe Handmann
Free-hand gesture recognition with 3D-CNNs for in-car infotainment control in real-time. ITSC (2017)
Thomas Kopinski, Jan Eberwein, Stefan Geisler, Uwe Handmann
Touch versus mid-air gesture interfaces in road scenarios - measuring driver performance degradation. ITSC (2016)
Paul März, Daniel Schwahlen, Stefan Geisler, Thomas Kopinski
User Expectations on Touchless Gestures in Vehicles. Mensch & Computer Workshopband (2016)
Thomas Kopinski, Stéphane Magand, Uwe Handmann, Alexander Rainer Tassilo Gepperth
A pragmatic approach to multi-class classification. CoRR (2016)
Thomas Kopinski, Alexander Rainer Tassilo Gepperth, Uwe Handmann
A simple technique for improving multi-class classification with neural networks. CoRR (2016)
Thomas Kopinski, Fabian Sachara, Alexander Gepperth, Uwe Handmann
A Deep Learning Approach for Hand Posture Recognition from Depth Data. ICANN (2) (2016)
Thomas Kopinski, Fabian Sachara, Uwe Handmann
A Deep Learning Approach to Mid-air Gesture Interaction for Mobile Devices from Time-of-Flight Data. MobiQuitous (2016)
Thomas Kopinski, Uwe Handmann
Touchless interaction for future mobile applications. ICNC (2016)
Thomas Kopinski, Alexander R. T. Gepperth, Uwe Handmann
A time-of-flight-based hand posture database for human-machine interaction. ICARCV (2016)
Thomas Kopinski, Alexander Gepperth, Uwe Handmann
A Real-Time Applicable Dynamic Hand Gesture Recognition Framework. ITSC (2015)
Thomas Kopinski, Stephane Magand, Uwe Handmann, Alexander Rainer Tassilo Gepperth
A pragmatic approach to multi-class classification. IJCNN (2015)
Thomas Kopinski, Stephane Magand, Alexander Rainer Tassilo Gepperth, Uwe Handmann
A light-weight real-time applicable hand gesture recognition system for automotive applications. Intelligent Vehicles Symposium (2015)
Thomas Kopinski, Stefan Geisler, Uwe Handmann
Gesture-based human-machine interaction for assistance systems. ICIA (2015)
Thomas Kopinski, Alexander Gepperth, Uwe Handmann
A simple technique for improving multi-class classification with neural networks. ESANN (2015)
Thomas Kopinski, Stefan Geisler, Uwe Handmann
Demonstrator für ein handgestenbasiertes Interaktionskonzept im Automobil. Mensch & Computer Workshopband (2014)
Thomas Kopinski, Alexander Rainer Tassilo Gepperth, Stefan Geisler, Uwe Handmann
Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF Sensors. ICANN (2014)
Mathieu Lefort, Thomas Kopinski, Alexander Gepperth
Multimodal space representation driven by self-evaluation of predictability. ICDL-EPIROB (2014)
Thomas Kopinski, Stefan Geisler, Louis-Charles Caron, Alexander Gepperth, Uwe Handmann
A real-time applicable 3D gesture recognition system for automobile HMI. ITSC (2014)
Thomas Kopinski, Stefan Geisler, Uwe Handmann
Contactless Interaction for Automotive Applications. Mensch & Computer Workshopband (2013)

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Publication Activity (10 Years)

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Thomas Kopinski