Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Detection of pyrrolizidine alkaloid containing herbs using hyperspectral imaging in the short-wave infrared
Krause, Julius; Tron, Nanina; Maier, Georg; Gruna, Robin; Krähmer, Andrea
Konferenzbeitrag
2021Nitrat-Monitoring 4.0 - Intelligente Systeme zur nachhaltigen Reduzierung von Nitrat im Grundwasser
Liesch, Tanja; Bruns, Julian; Abecker, Andreas; Hilbring, Desiree; Karimanzira, Divas; Martin, Tobias; Wagner, Martin; Wunsch, Andreas; Fischer, Thilo
Konferenzbeitrag
2020Deep learning-based single-cell optical image studies
Sun, Jing; Tárnok, Attila; Su, Xuantao
Zeitschriftenaufsatz
2020Development of a neural network to recognize standards and features from 3D CAD models
Neb, Alexander; Briki, Iyed; Schönhof, Raoul
Zeitschriftenaufsatz, Konferenzbeitrag
2020Increasing the Robustness of Random Bin Picking by Avoiding Grasps of Entangled Workpieces
Moosmann, Marius; Spenrath, Felix; Kleeberger, Kilian; Khalid, Muhammad Usman; Mönnig, Manuel; Rosport, Johannes; Bormann, Richard
Zeitschriftenaufsatz, Konferenzbeitrag
2020Quantization Considerations of Dense Layers in Convolutional Neural Networks for Resistive Crossbar Implementation
Lei, Zhang; Borggreve, D.; Vanselow, F.; Brederlow, R.
Konferenzbeitrag
2020Short-term forecast of solar irradiance with convolutional neural networks and spatio-temporal information
Aguilar Protti, Alexander
Master Thesis
2020A U-Net Based Approach for Automating Tribological Experiments
Staar, Benjamin; Bayrak, Suleyman; Paulkowski, Dominik; Freitag, Michael
Zeitschriftenaufsatz
2019High accuracy beam splitting using spatial light modulator combined with machine learning algorithms
Mikhaylov, Dmitriy; Zhou, Baifan; Kiedrowski, Thomas; Mikut, Ralf; Lasagni, Andrés-Fabián
Zeitschriftenaufsatz
2019Image acquisition, evaluation and segmentation of thermal cutting edges using a mobile device
Mitri, Omar de; Stahl, Janek; Jauch, Christian; Distante, Cosimo
Konferenzbeitrag
2019Improved Manipulation Detection with Convolutional Neural Network for JPEG Images
Liu, Huajian; Steinebach, Martin; Schölei, Kathrin
Konferenzbeitrag
2019Konstruieren für die Automatisierung
Schönhof, Raoul
Zeitschriftenaufsatz
2019Quick roughness evaluation of cut edges using a convolutional neural network
Stahl, Janek; Jauch, Christian
Konferenzbeitrag
2019SkyScapes ­Fine-Grained Semantic Understanding of Aerial Scenes
Azimi, Seyed M.; Henry, Crentin; Sommer, Lars; Schumann, Arne; Vig, Eleonora
Konferenzbeitrag
2018Learning Optical Flow for Action Classification
Odabasi, Cagatay
Konferenzbeitrag
2018On the classification of passenger cars in airborne SAR images using simulated training data and a convolutional neural network
Hammer, Horst; Hoffmann, Klaus; Schulz, Karsten
Konferenzbeitrag
2017Deep neural network based human activity recognition for the order picking process
Grzezick, Rene; Lenk, Jan Marius; Rueda, Fernando Moya; Fink, Gernot A.; Feldhorst, Sascha; Ten Hompel, Michael
Konferenzbeitrag
2017Flying object detection for automatic UAV recognition
Sommer, L.; Schumann, A.; Müller, Thomas; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2017Noise-insensitive no-reference image blur estimation by convolutional neural networks
Wegner, Daniel; Körber, Michael; Repasi, Endre
Konferenzbeitrag