Uwe Handmann

Ruhr West University of Applied Sciences — Germany

Computer Science · Physical Sciences

15h-index973citations97works0.72yr avg
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Research Topics

Hand Gesture Recognition Systems(17), Autonomous Vehicle Technology and Safety(13), Video Surveillance and Tracking Methods(11), Human Pose and Action Recognition(9), Advanced Neural Network Applications(7)

Publications96 total

Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification
2025Open Access
One size does not fit all in evaluating model selection scores for image classification
Scientific Reports·2024· 2 citedOpen Access
Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks
Machine Learning and Knowledge Extraction·2024· 6 citedOpen Access
Plant Control for Fully Automated AI-Driven Product Type Recognition
2024
Transformation zur Circular Economy kompakt
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
Das Prosperkolleg im Kontext der Nachhaltigkeitstransformation
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
Circular Digital Economy Lab
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
English Summary
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
Qualifizierung für die Circular Economy – ein Train-the-Trainer-Konzept
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
KI-basierte Unterstützung beim automatisierten Elektroschrott-Recycling
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
Kompetenzzentrum Circular Economy mit regionaler Hub-Struktur
Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen·2024
E-Waste Recycling Gets Smarter with Digitalization
2023· 9 cited
Don’t waste SAM
2023· 2 citedOpen Access
Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray Images
Lecture notes in computer science·2023· 2 cited
An Approach for Smart and cost-Efficient Automated E-Waste Recycling for Small to medium-Sized Devices Using multi-Sensors
2022 IEEE Sensors·2022· 5 cited
Transfer Meta Learning
2022 26th International Conference on Pattern Recognition (ICPR)·2022· 1 cited
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification
Machine Learning and Knowledge Extraction·2022· 60 citedOpen Access
Transfer Learning Approach Towards a Smarter Recycling
Lecture notes in computer science·2022· 8 cited
Battery detection of XRay images using transfer learning
2022· 5 citedOpen Access
An Evaluation of Machine Learning Frameworks
2021· 1 cited
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Frequent Co-authors

Thomas Kopinski(12), W. von Seelen(8), Nermeen Abou Baker(8), Alexander Gepperth(8), Nico Zengeler(6), Sabrina C. Eimler(5), Stefan Geisler(5), Ahmad Rabie(5), Darius Malysiak(5), Thomas Kalinke(4), Christos Tzomakas(4), Marc Jansen(4), Sebastian Hommel(4), Christian Igel(3), Alexander Arntz(3), Dustin Keßler(3), Iris Leefken(3), Martin Werner(2), Stefan Wiegand(2), Paul Szabó-Müller(2)