Uwe Handmann

Orcid: 0000-0003-1230-9446

According to our database1, Uwe Handmann authored at least 48 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray Images.
Proceedings of the Advances in Computational Intelligence, 2023

Don't waste SAM.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification.
Mach. Learn. Knowl. Extr., 2022

An Approach for Smart and cost-Efficient Automated E-Waste Recycling for Small to medium-Sized Devices Using multi-Sensors.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Transfer Meta Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Transfer Learning Approach Towards a Smarter Recycling.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Battery detection of XRay images using transfer learning.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2020
A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City.
Proceedings of the Science and Technologies for Smart Cities, 2020

Navigating a Heavy Industry Environment Using Augmented Reality - A Comparison of Two Indoor Navigation Designs.
Proceedings of the Virtual, Augmented and Mixed Reality. Industrial and Everyday Life Applications, 2020

2019
Hand Gesture Recognition in Automotive Human-Machine Interaction Using Depth Cameras.
Sensors, 2019

Person Tracking in Heavy Industry Environments with Camera Images.
Proceedings of the Science and Technologies for Smart Cities, 2019

Relax Yourself - Using Virtual Reality to Enhance Employees' Mental Health and Work Performance.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Driver Stress Response to Self-driving Vehicles and Takeover Request - An Expert Assessment.
Proceedings of the Human Systems Engineering and Design, 2018

2017
Free-hand gesture recognition with 3D-CNNs for in-car infotainment control in real-time.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

A large-scale multi-pose 3D-RGB object database.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Dynamic Hand Gesture Recognition for Mobile Systems Using Deep LSTM.
Proceedings of the Intelligent Human Computer Interaction - 9th International Conference, 2017

Text and character recognition on metal-sheets.
Proceedings of the IEEE International Conference on Information and Automation, 2017

Boosting Detection Results of HOG-Based Algorithms Through Non-linear Metrics and ROI Fusion.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
A Deep Learning Approach to Mid-air Gesture Interaction for Mobile Devices from Time-of-Flight Data.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Touch versus mid-air gesture interfaces in road scenarios - measuring driver performance degradation.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Touchless interaction for future mobile applications.
Proceedings of the 2016 International Conference on Computing, 2016

A time-of-flight-based hand posture database for human-machine interaction.
Proceedings of the 14th International Conference on Control, 2016

A Deep Learning Approach for Hand Posture Recognition from Depth Data.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Positive Computing - A New Trend in Business and Information Systems Engineering?
Bus. Inf. Syst. Eng., 2015

A light-weight real-time applicable hand gesture recognition system for automotive applications.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

A Real-Time Applicable Dynamic Hand Gesture Recognition Framework.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

A pragmatic approach to multi-class classification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Privacy Aware Person-specific Assisting System for Home Environment.
Proceedings of the ICPRAM 2015, 2015

Gesture-based human-machine interaction for assistance systems.
Proceedings of the IEEE International Conference on Information and Automation, 2015

A simple technique for improving multi-class classification with neural networks.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014
Multi-modal biometrics for real-life person-specific emotional human-robot-interaction.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

Personalized and adaptable mHealth architecture.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Demonstrator für ein handgestenbasiertes Interaktionskonzept im Automobil.
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.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF Sensors.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

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

2012
Face Detection and Person Identification on Mobile Platforms.
Proceedings of the Towards Service Robots for Everyday Environments, 2012

2011
Fusion of Audio- and Visual Cues for Real-Life Emotional Human Robot Interaction.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

2004
Evolutionary Multi-Objective Optimisation Of Neural Networks For Face Detection.
Int. J. Comput. Intell. Appl., 2004

Evolutionary Optimization of Neural Networks for Face Detection.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2000
An image processing system for driver assistance.
Image Vis. Comput., 2000

Scene Analysis and Organization of Behavior in Driver Assistance Systems.
Proceedings of the 2000 International Conference on Image Processing, 2000

Bewegungssteuerung autonomer Fahrzeuge mit neuronalen Feldern.
Proceedings of the Mustererkennung 2000, 2000

1999
Flexible architecture for driver assistance.
Proceedings of the Mobile Robots XIV, Boston, 1999

A Flexible Architecture for Driver Assistance Systems.
Proceedings of the KI-99: Advances in Artificial Intelligence, 1999

Eine flexible Architektur für Fahrerassistenzsysteme.
Proceedings of the Mustererkennung 1999, 1999

1998
Image Processing for Driver Assistance.
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998

Fusion von Basisalgorithmen zur Segmentierung von Straßenverkehrsszenen.
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998


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