Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Tree Species Classification Based on Hybrid Ensembles of a Convolutional Neural Network (CNN) and Random Forest Classifiers
Knauer, Uwe; Rekowski, Cornelius Styp von; Stecklina, Marianne; Krokotsch, Tilman; Pham Minh, Tuan; Hauffe, Viola; Kilias, David; Ehrhardt, Ina; Sagischewski, Herbert; Chmara, Sergej; Seiffert, Udo
Journal Article
2018Machine Learning Applications in Production Environments
Blobner, Christian; Knauer, Uwe
Presentation
2018Multi-Klassifikator-Systeme für die Objektdetektion in Bilddaten
Knauer, Uwe
: Meffert, Beate
Dissertation
2017Improved classification accuracy of powdery mildew infection levels of wine grapes by spatial-spectral analysis of hyperspectral images
Knauer, Uwe; Matros, Andrea; Petrovic, Tijana; Zanker, Timothy; Scott, Eileen; Seiffert, Udo
Journal Article
2016Waldzustandsermittlung aus der Luft mithilfe hyperspektraler Aufnahmen
Ehrhardt, Ina; Knauer, Uwe
Book Article
2015Fast segmentation of hyperspectral images by combining textural and spectral information
Knauer, Uwe; Kilias, David; Seiffert, Udo
Conference Paper
2015Fliegende Sensoren sorgen für Qualität und Quantität von Australischem Wein
Knauer, Uwe; Seiffert, Udo
Book Article
2015Fusion trees for fast and accurate classification of hyperspectral data with ensembles of gamma-divergence-based RBF networks
Knauer, Uwe; Backhaus, Andreas; Seiffert, Udo
Journal Article
2015Towards grape-vine management based on mapping of airborne hyperspectral images
Knauer, Uwe; Edwards, Everard; McGrath, Andrew; Lieff, Wolfgang; Hacker, Jorg M.; Seiffert, Udo
Presentation
2014Beyond standard metrics - on the selection and combination of distance metrics for an improved classification of hyperspectral data
Knauer, Uwe; Backhaus, Andreas; Seiffert, Udo
Conference Paper
2014Fast image segmentation based on boosted random forests, integral images, and features on demand
Knauer, Uwe; Seiffert, Udo
Conference Paper
2013An approach for automated registration of hyperspectral images for boresight calibration
Knauer, Uwe; Seiffert, Udo
Conference Paper
2013Cascaded reduction and growing of result sets for combining object detectors
Knauer, Uwe; Seiffert, Udo
Conference Paper
2013A comparison of late fusion methods for object detection
Knauer, Uwe; Seiffert, Udo
Conference Paper
2013Softsensorik zum berührungslosen Messen im Hochdurchsatz
Backhaus, Andreas; Herzog, Andreas; Knauer, Uwe; Seiffert, Udo
Book Article