Matthias Haselmann

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 7

Top Topics

Surface Inspection

Manually Labeled Training Data

Supervised Machine Learning

Transparent Objects

Top Venues

Appl. Artif. Intell.

Publications

Thomas Ules, Matthias Haselmann, Michael Grießer, Dieter P. Gruber
Finger Contact Area Analysis with Convolutional Neural Networks. Appl. Artif. Intell. 36 (1) (2022)
Dieter P. Gruber, Matthias Haselmann
Inspection of Transparent Objects with Varying Light Scattering Using a Frangi Filter. J. Imaging 7 (2) (2021)
Matthias Haselmann, Dieter P. Gruber
Pixel-Wise Defect Detection by CNNs without Manually Labeled Training Data. Appl. Artif. Intell. 33 (6) (2019)
Matthias Haselmann, Dieter P. Gruber, Paul Tabatabai
Anomaly Detection Using Deep Learning Based Image Completion. ICMLA (2018)
Matthias Haselmann, Dieter P. Gruber, Paul Tabatabai
Anomaly Detection using Deep Learning based Image Completion. CoRR (2018)
Matthias Haselmann, Dieter Gruber
Supervised Machine Learning Based Surface Inspection by Synthetizing Artificial Defects. ICMLA (2017)
Matthias Haselmann, Dieter P. Gruber
Anomaly detection on arbitrarily distorted 2D patterns by computation of a virtual golden sample. ICIP (2016)