Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks
Taenzer, Michael; Mimilakis, Stylianos I.; Abeßer, Jakob
Journal Article
2021Inline monitoring of battery electrode lamination processes based on acoustic measurements
Leithoff, Ruben; Dilger, Nikolas; Duckhorn, Frank; Blume, Stefan; Lembcke, Dario; Tschöpe, Constanze; Herrmann, Christoph; Dröder, Klaus
Journal Article
2021Towards Online-Prediction of Quality Features in Laser Fusion Cutting Using Neural Networks
Halm, Ulrich; Arntz-Schroeder, Dennis; Gillner, Arnold; Schulz, Wolfgang
Conference Paper
2020Acoustic Ripeness Classification for Watermelon Fruits using Convolutional Neural Networks
Albert‐Weiss, Dominique; Hajdini, Egla; Heinrich, Matthias; Osman, Ahmad
Conference Paper
2020Classification of Maritime Vessels using Convolutional Neural Networks
Anneken, Mathias; Strenger, Moritz; Robert, Sebastian; Beyerer, Jürgen
Conference Paper
2020Digital image processing with deep learning for automated cutting tool wear detection
Bergs, Thomas; Holst, Carsten; Gupta, Pranjul; Augspurger, Thorsten
Journal Article
2020Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery
Hermann, Max; Ruf, Boitumelo; Weinmann, Martin; Hinz, Stefan
Conference Paper
2020A Study on Spoken Language Identification Using Deep Neural Networks
Draghici, Alexandra; Abeßer, Jakob; Lukashevich, Hanna
Conference Paper
2019Deep learning-based semantic segmentation for in-process monitoring in laser welding applications
Knaak, Christian; Kolter, Gerald Manuel; Schulze, Frédéric; Kröger, Moritz; Abels, Peter
Conference Paper
2019Development of a Fire Detection Based on the Analysis of Video Data by Means of Convolutional Neural Networks
Lehr, Jan; Gerson, Christian; Ajami, Mohamad; Krüger, Jörg
Conference Paper
2019Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks
Schenkel, Fabian; Middelmann, Wolfgang
Conference Paper
2019Increasing Trust in Data-Driven Model Validation
Jöckel, Lisa; Kläs, Michael
Conference Paper
2019Ship detection and classification with terrestrial hyperspectral data based on convolutional neural networks
Schenkel, Fabian; Wohnhas, Benjamin; Gross, Wolfgang; Schreiner, Simon; Bagov, Ilia; Middelmann, Wolfgang
Conference Paper
2018Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors
Rueda, Fernando Moya; Grzeszick, Rene; Fink, Gernot A.; Feldhorst, Sascha; Ten Hompel, Michael
Journal Article
2018Deep Cross-Domain Building Extraction for Selective Depth Estimation from Oblique Aerial Imagery
Ruf, Boitumelo; Thiel, Laurenz; Weinmann, Martin
Conference Paper