Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2018CNN-based thermal infrared person detection by domain adaptation
Herrmann, C.; Ruf, Miriam; Beyerer, Jürgen
Conference Paper
2018Deep Learning Approach to Inline Quality Rating and Mapping of Multi-Crystalline Si-Wafers
Demant, M.; Virtue, P.; Kovvali, A.S.; Yu, S.X.; Rein, S.
Conference Paper
2018Evaluation of CNNs for land cover classification in high-resolution airborne images
Häufel, Gisela; Lucks, Lukas; Pohl, Melanie; Bulatov, Dimitri; Schilling, Hendrik
Conference Paper
2017Flying object detection for automatic UAV recognition
Sommer, L.; Schumann, A.; Müller, Thomas; Schuchert, Tobias; Beyerer, Jürgen
Conference Paper
2017Investigations on the potential of convolutional neural networks for vehicle classification based on RGB and LIDAR data
Niessner, Robin; Schilling, Hendrik; Jutzi, Boris
Conference Paper
2016Real-time person detection in low-resolution thermal infrared imagery with MSER and CNNs
Herrmann, C.; Müller, Thomas; Willersinn, Dieter; Beyerer, Jürgen
Conference Paper
2014Optimizing process time of laser drilling processes in solar cell manufacturing by coaxial camera control
Jetter, Volker; Gutscher, Simon; Blug, Andreas; Knorz, Annerose; Ahrbeck, Christopher; Nekarda, Jan; Carl, Daniel
Conference Paper
2013Industrielle Prozesskontrolle mittels räumlich-zeitlicher Bildverarbeitung auf Zellularen Neuronalen Netzwerken
Blug, Andreas
Dissertation
2013Inspecting rapidly moving surfaces for small defects using CNN cameras
Blug, Andreas; Carl, Daniel; Höfler, Heinrich
Conference Paper
2012The full penetration hole as a stochastic process: Controlling penetration depth in keyhole laser-welding processes
Blug, A.; Abt, F.; Nicolosi, L.; Heider, A.; Weber, R.; Carl, D.; Höfler, H.; Tetzlaff, R.
Journal Article
2012Multi-feature detection for quality assessment in laser beam welding: Experimental results
Nicolosi, Leonardo; Tetzlaff, Ronald; Abt, Felix; Blug, Andreas; Höfler, Heinrich
Conference Paper
2012A novel spatter detection algorithm based on typical cellular neural network operations for laser beam welding processes
Nicolosi, L.; Abt, F.; Blug, A.; Heider, A.; Tetzlaff, R.; Höfler, H.
Journal Article
2012Schnelle 100-Prozent-Oberflächenkontrolle in der Produktion mit Zellularen Neuronalen Netzwerken
Strohm, Peter; Blug, Andreas; Carl, Daniel; Höfler, Heinrich
Journal Article
2012Zellulare Neuronale Netzwerke zur schnellen bildbasierten Regelung von Materialbearbeitungsprozessen
Strohm, Peter; Blug, Andreas; Carl, Daniel; Höfler, Heinrich
Journal Article
2011Controlling laser material processing with real-time algorithms on cellular neural networks
Strohm, P.; Blug, A.; Carl, D.; Höfler, H.; Krause, O.; Panzner, M.
Conference Paper
2011A monitoring system for laser beam welding based on an algorithm for spatter detection
Nicolosi, L.; Tetzlaff, R.; Blug, A.; Höfler, H.; Carl, D.; Abt, F.; Heider, A.
Conference Paper
2011Real time control of laser beam welding processes: Reality
Nicolosi, L.; Blug, A.; Abt, F.; Tetzlaff, R.; Höfler, H.; Carl, D.
Book Article
2011Ultrafast surface inspection system based on image processing with cellular neural networks (CNN)
Blug, Andreas; Jetter, Volker; Strohm, Peter; Höfler, Heinrich
Conference Paper
2010Cellular Neural Network (CNN) based control algorithms for omnidirectional laser welding processes. Experimental results
Nicolosi, L.; Tetzlaff, R.; Abt, F.; Blug, A.; Höfler, H.
Conference Paper
2010High power LED lighting for CNN based image processing at frame rates of 10 kHz
Blug, A.; Jetter, V.; Strohm, P.; Carl, D.; Höfler, H.
Conference Paper
2010Pixelparallele Bildverarbeitung zur Regelung von dynamischen Hochgeschwindigkeitsprozessen
Strohm, P.; Blug, A.
Journal Article
2009Closed loop control of laser welding processes using cellular neural network cameras - experimental results
Abt, F.; Blug, A.; Nicolosi, L.; Dausinger, F.; Weber, R.; Tetzlaff, R.; Carl, D.; Höfler, H.
Conference Paper
2009Closed loop control of laser welding processes using cellular neural network cameras: Measurement technology
Blug, A.; Abt, F.; Nicolosi, L.; Carl, D.; Dausinger, F.; Höfler, H.; Tetzlaff, R.; Weber, R.
Conference Paper
2009Zellulare Neuronale Netzwerke: Pixelparallele Bildverarbeitung zur Regelung von Laserschweißprozessen
Blug, A.
Journal Article
2008High-speed visual control of laser welding processes by cellular neural networks (CNN)
Geese, M.; Tetzlaff, R.; Carl, D.; Blug, A.; Höfler, H.
Conference Paper
2008Schnelle pixelparallele Bildverarbeitung mit Zellularen Neuronalen Netzwerken (CNN) zur Regelung von Laserschweißprozessen
Carl, D.; Blug, A.; Höfler, H.; Abt, F.; Geese, M.; Tetzlaff, R.
Conference Paper