Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2018Detection of vehicles in multisensor data via multibranch convolutional neural networks
Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe
Zeitschriftenaufsatz
2018Evaluation of CNNs for land cover classification in high-resolution airborne images
Häufel, Gisela; Lucks, Lukas; Pohl, Melanie; Bulatov, Dimitri; Schilling, Hendrik
Konferenzbeitrag
2018Klassifikation von Fahrzeugen aus RGB- und LiDAR-Daten mit Convolutional Neural Networks
Niessner, Robin; Schilling, Hendrik; Hinz, Stefan; Jutzi, Boris
Konferenzbeitrag
2018Object-based detection of vehicles using combined optical and elevation data
Schilling, Hendrik; Bulatov, Dimitri; Middelmann, Wolfgang
Zeitschriftenaufsatz
2017Investigations on the potential of convolutional neural networks for vehicle classification based on RGB and LIDAR data
Niessner, Robin; Schilling, Hendrik; Jutzi, Boris
Konferenzbeitrag
2016Automatic tree-crown detection in challenging scenarios
Bulatov, Dimitri; Wayand, Isabell; Schilling, Hendrik
Konferenzbeitrag
2016Concept for an airborne real-time ISR system with multi-sensor 3D data acquisition
Harake, Laura; Schilling, Hendrik; Blohm, Christian; Hillemann, Markus; Lenz, Andreas; Becker, Merlin; Keskin, Göksu; Middelmann, Wolfgang
Konferenzbeitrag
2016Determination of target detection limits in hyperspectral data using band selection and dimensionality reduction
Gross, Wolfgang; Boehler, J.; Twizer, K.; Kedem, B.; Lenz, Andreas; Kneubuehler, M.; Wellig, P.; Oechslin, R.; Schilling, Hendrik; Rotman, S.; Middelmann, Wolfgang
Konferenzbeitrag
2016Improving semantic orthophotos by a fast method based on harmonic inpainting
Kottler, Benedikt; Bulatov, Dimitri; Schilling, Hendrik
Konferenzbeitrag
2016Segmentation methods for detection of stationary vehicles in combined elevation and optical data
Bulatov, Dimitri; Schilling, Hendrik
Konferenzbeitrag
2016Ship classification in terrestrial hyperspectral data
Keskin , Gösku; Schilling, Hendrik; Lenz, Andreas; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2015Evaluation and performance analysis of hydrocarbon detection methods using hyperspectral data
Lenz, Andreas; Schilling, Hendrik; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2015Object-based detection of vehicles in airborne data
Schilling, Hendrik; Bulatov, Dimitri; Middelmann, Wolfgang
Konferenzbeitrag
2014An advanced airborne hyperspectral remote sensing system for infrastructure monitoring and disaster control
Wetjen, Wilfried; Schilling, Hendrik; Lenz, Andreas
Konferenzbeitrag
2014Automatic in-flight boresight calibration considering topography for hyperspectral pushbroom sensors
Lenz, Andreas; Schilling, Hendrik; Perpeet, Dominik; Wuttke, Sebastian; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2014Automatic modeling of nonlinear signal source variations in hyperspectral data
Gross, Wolfgang; Keskin, Goksu; Schilling, Hendrik; Middelmann, Wolfgang
Konferenzbeitrag
2014Umwelt- und Katastrophenschutz mit einem luftgetragenen hyperspektralen Multisensorsystem
Lenz, Andreas; Schilling, Hendrik; Middelmann, Wolfgang
Zeitschriftenaufsatz
2013Combined airborne sensors in urban environment
Dimmeler, Alwin; Schilling, Hendrik; Shimoni, Michal; Bulatov, Dimitri; Middelmann, Wolfgang
Konferenzbeitrag
2013Concept and integration of an on-line quasi-operational airborne hyperspectral remote sensing system
Schilling, Hendrik; Lenz, Andreas; Gross, Wolfgang; Peerpet, Dominik; Wuttke, Sebastian; Middelmann, Wolfgang
Konferenzbeitrag
2012An approach to fully unsupervised hyperspectral unmixing
Gross, Wolfgang; Schilling, Hendrik; Middelmann, Wolfgang
Konferenzbeitrag
2012Reduction of training costs using active classification in fused hyperspectral and LiDAR data
Wuttke, Sebastian; Schilling, Hendrik; Middelmann, Wolfgang
Konferenzbeitrag
2012Self-adaptive road tracking in hyperspectral data for C-IED
Schilling, Hendrik; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag