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Thomas Kopinski
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Books and Theses
- 2016
- [b1]Thomas Kopinski:
Neural Learning Methods for Human-Computer Interaction. (Méthodes d'apprentissage pour l'interaction homme-machine). University of Paris-Saclay, France, 2016
Journal Articles
- 2019
- [j1]Nico Zengeler
, Thomas Kopinski, Uwe Handmann
:
Hand Gesture Recognition in Automotive Human-Machine Interaction Using Depth Cameras. Sensors 19(1): 59 (2019)
Conference and Workshop Papers
- 2023
- [c24]Felix Neubürger, Daniel Gierse, Thomas Kopinski:
Hybrid bayesian convolutional neural network object detection architectures for tracking small markers in automotive crashtest videos. NLDL 2023 - [c23]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: 126-147 - 2022
- [c22]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: 260-265 - 2021
- [c21]Monica Krishnamoorthy, Mohammed Sharafath Abdul Hameed, Thomas Kopinski, Andreas Schwung
:
Disease Prediction Based on Individual's Medical History Using CNN. ICMLA 2021: 89-94 - 2018
- [c20]Alexander Gepperth, Ayanava Sarkar, Thomas Kopinski:
An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities. ICANN (2) 2018: 422-433 - 2017
- [c19]Ayanava Sarkar, Alexander Gepperth, Uwe Handmann
, Thomas Kopinski:
Dynamic Hand Gesture Recognition for Mobile Systems Using Deep LSTM. IHCI 2017: 19-31 - [c18]Fabian Sachara, Finn Handmann, Nico Cremer, Thomas Kopinski, Alexander Gepperth, Uwe Handmann
:
A large-scale multi-pose 3D-RGB object database. IJCNN 2017: 1326-1332 - [c17]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: 959-964 - 2016
- [c16]Thomas Kopinski, Fabian Sachara, Alexander Gepperth, Uwe Handmann
:
A Deep Learning Approach for Hand Posture Recognition from Depth Data. ICANN (2) 2016: 179-186 - [c15]Thomas Kopinski, Alexander R. T. Gepperth, Uwe Handmann
:
A time-of-flight-based hand posture database for human-machine interaction. ICARCV 2016: 1-6 - [c14]Thomas Kopinski, Uwe Handmann
:
Touchless interaction for future mobile applications. ICNC 2016: 1-6 - [c13]Thomas Kopinski, Jan Eberwein, Stefan Geisler
, Uwe Handmann
:
Touch versus mid-air gesture interfaces in road scenarios - measuring driver performance degradation. ITSC 2016: 661-666 - [c12]Paul März, Daniel Schwahlen, Stefan Geisler
, Thomas Kopinski:
User Expectations on Touchless Gestures in Vehicles. MuC (Workshopband) 2016 - [c11]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: 1-9 - 2015
- [c10]Thomas Kopinski, Alexander Gepperth, Uwe Handmann:
A simple technique for improving multi-class classification with neural networks. ESANN 2015 - [c9]Thomas Kopinski, Stefan Geisler
, Uwe Handmann
:
Gesture-based human-machine interaction for assistance systems. ICIA 2015: 510-517 - [c8]Thomas Kopinski, Stephane Magand, Uwe Handmann
, Alexander Rainer Tassilo Gepperth:
A pragmatic approach to multi-class classification. IJCNN 2015: 1-8 - [c7]Thomas Kopinski, Alexander Gepperth, Uwe Handmann
:
A Real-Time Applicable Dynamic Hand Gesture Recognition Framework. ITSC 2015: 2358-2363 - [c6]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: 336-342 - 2014
- [c5]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: 233-240 - [c4]Mathieu Lefort, Thomas Kopinski, Alexander Gepperth:
Multimodal space representation driven by self-evaluation of predictability. ICDL-EPIROB 2014: 319-324 - [c3]Thomas Kopinski, Stefan Geisler
, Louis-Charles Caron, Alexander Gepperth, Uwe Handmann
:
A real-time applicable 3D gesture recognition system for automobile HMI. ITSC 2014: 2616-2622 - [c2]Thomas Kopinski, Stefan Geisler, Uwe Handmann:
Demonstrator für ein handgestenbasiertes Interaktionskonzept im Automobil. MuC (Workshopband) 2014: 205-210 - 2013
- [c1]Thomas Kopinski, Stefan Geisler, Uwe Handmann:
Contactless Interaction for Automotive Applications. MuC (Workshopband) 2013: 87-94
Informal and Other Publications
- 2016
- [i2]Thomas Kopinski, Stéphane Magand, Uwe Handmann, Alexander Rainer Tassilo Gepperth:
A pragmatic approach to multi-class classification. CoRR abs/1601.01121 (2016) - [i1]Thomas Kopinski, Alexander Rainer Tassilo Gepperth, Uwe Handmann:
A simple technique for improving multi-class classification with neural networks. CoRR abs/1601.01157 (2016)
Coauthor Index
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