Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects
Gross, Wolfgang; Tuia, Devis; Soergel, Uwe; Middelmann, Wolfgang
Zeitschriftenaufsatz
2018Detection of vehicles in multisensor data via multibranch convolutional neural networks
Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe
Zeitschriftenaufsatz
2018Improving linear classification using semi-supervised invertible manifold alignment
Gross, Wolfgang; Espinosa, Nayeli; Becker, Merlin; Schreiner, Simon; Middelmann, Wolfgang
Konferenzbeitrag
2018Improving the efficiency of land cover classification by combining segmentation, hierarchical clustering, and active learning
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
Zeitschriftenaufsatz
2018Object-based detection of vehicles using combined optical and elevation data
Schilling, Hendrik; Bulatov, Dimitri; Middelmann, Wolfgang
Zeitschriftenaufsatz
2018Real-time texturing and visualization of a 2.5D terrain model from live LiDAR and RGB data streaming in a remote sensing workflow
Mispelhorn, Jonas; Becker, Merlin; Middelmann, Wolfgang
Konferenzbeitrag
2018Reconnaissance of coastal areas using simulated EnMAP data in an ERDAS IMAGINE environment
Becker, Merlin; Schreiner, Simon; Auer, Stefan; Cerra, Daniele; Gege, Peter; Bachmann, Martin; Roitzsch, Andreas; Mitschke, Uwe; Middelmann, Wolfgang
Konferenzbeitrag
2018Towards fast 3D reconstruction of urban areas from aerial nadir images for a near real-time remote sensing system
Espinosa, Nayeli; Lenz, Andreas; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
20173D building reconstruction in a remote sensing workflow
Becker, Merlin; Espinosa, Nayeli S.; Middelmann, Wolfgang; Runkel, Irmgard
Konferenzbeitrag
2017Color-guided enhancement of airborne laser scanning data
Keskin, Göksu; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2017Improving active queries with a local segmentation step and application to land cover classification
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
Konferenzbeitrag
2016Active learning with SVM for land cover classification - what can go wrong?
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
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
2016Ship classification in terrestrial hyperspectral data
Keskin , Gösku; Schilling, Hendrik; Lenz, Andreas; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2015Concept for a compound analysis in active learning for remote sensing
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
Konferenzbeitrag
2015Concept of an advanced hyperspectral remote sensing system for pipeline monitoring
Keskin, Göksu; Teutsch, Caroline D.; Lenz, Andreas; 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
2015Transformation of hyperspectral data to improve classification by mitigating nonlinear effects
Gross, Wolfgang; Wuttke, Sebastian; Middelmann, Wolfgang
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
2014Bewertung von Strategien des aktiven Lernens am Beispiel der Landbedeckungsklassifikation
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
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
2013Evaluation of Spectral Unmixing using Nonnegative Matrix Factorization on Stationary Hyperspectral Sensor Data of Specically Prepared Rock and Mineral Mixtures
Gross, Wolfgang; Borchardt, Sven; Middelmann, Wolfgang
Konferenzbeitrag
2013Integration von Inertialmesseinheit und Laserscanner
Schmitt, Annette
: Middelmann, Wolfgang (Betreuer); Perpeet, Dominik
Master Thesis
2012An approach to fully unsupervised hyperspectral unmixing
Gross, Wolfgang; Schilling, Hendrik; Middelmann, Wolfgang
Konferenzbeitrag
2012Automatic generation of digital terrain models from LiDAR and hyperspectral data using Bayesian networks
Perpeet, Dominik; Groß, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2012Quality preserving fusion of 3D triangle meshes
Wuttke, Sebastian; Perpeet, Dominik; 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
2012Sparseness Inducing Initialization for Nonnegative Matrix Factorization in Hyperspectral Data
Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
2009An efficient parallel algorithm for graph-based image segmentation
Wassenberg, Jan; Middelmann, Wolfgang; Sanders, Peter
Konferenzbeitrag