Stephan Tilgner

According to our database, Stephan Tilgner authored at least 8 papers between 2017 and 2024.

Collaborative distances:

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

2024

Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks.

Edgar Heinert, Stephan Tilgner, Timo Palm, Matthias Rottmann

CoRR, 2024

2023

Beiträge zur Qualitätssicherung von Produktionsprozessen durch maschinelles Lernen: Interpretierbare Klassifikatoren zur Fusion von Informationen aus Bilddaten verschiedener Blickwinkel und Generierung bedingter Bildpaare.

Stephan Tilgner

PhD thesis, 2023

2020

Study on the Influence of Multiple Image Inputs of a Multi-View Fusion Neural Network Based on Grad-CAM and Masked Image Inputs.

Stephan Tilgner, Daniel Wagner, Kathrin Kalischewski, Jan-Christoph Schmitz, Anton Kummert

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Automatic Labeling of Industrial Images by using Generative Adversarial Networks.

Daniel Wagner, Kathrin Kalischewski, Stephan Tilgner, Jörg Velten, Anton Kummert

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Multi-View Fusion Neural Network with Application in the Manufacturing Industry.

Stephan Tilgner, Daniel Wagner, Kathrin Kalischewski, Jörg Velten, Anton Kummert

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Machine learning for people detection in guidance functionality of enabling health applications by means of cascaded SVM classifiers.

Alexandros Gavriilidis, Jörg Velten, Stephan Tilgner, Anton Kummert

J. Frankl. Inst., 2018

2017

Examination of direct form vs. WDF realization of a 2-D quadrantal fan filter in FPGA hardware.

Jörg Velten, Daniel Wagner, Lech Kolonko, Kathrin Kalischewski, Stephan Tilgner, Tim Schwerdtfeger, Anton Kummert

Proceedings of the 10th International Workshop on Multidimensional (nD) Systems (nDS), 2017

Object representation for fast trajectory collision testing by means of 2-D algebraic conic sections.

Stephan Tilgner, Jörg Velten, Anton Kummert

Proceedings of the 10th International Workshop on Multidimensional (nD) Systems (nDS), 2017