Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Deployment architecture for the local delivery of ML-Models to the industrial shop floor
Backhaus, Andreas; Herzog, Andreas; Adler, Simon; Jachmann, Daniel
Konferenzbeitrag
2021Optimal multispectral sensor confgurations through machine learning for cognitive agriculture
Becker, Florian; Backhaus, Andreas; Johrden, Felix; Flitter, Merle
Zeitschriftenaufsatz
2021Verfahren zur Untersuchung von Substanzen, Computerprogrammprodukt zur Verwendung in diesem Verfahren, sowie mobiles elektronisches Gerät
Seiffert, Udo; Backhaus, Andreas; Herzog, Andreas
Patent
2020"Macrobot": An Automated Segmentation-Based System for Powdery Mildew Disease Quantification
Lück, Stefanie; Strickert, Marc; Lorbeer, Maximilian; Melchert, Friedrich; Backhaus, Andreas; Kilias, David; Seiffert, Udo; Douchkov, Dimitar
Zeitschriftenaufsatz
2020Detection of grapevine leafroll-associated virus 1 and 3 in white and red grapevine cultivars using hyperspectral imaging
Bendel, Nele; Kicherer, Anna; Backhaus, Andreas; Köckerling, Janine; Maixner, Michael; Bleser, Elvira; Klück, Hans-Christian; Seiffert, Udo; Voegele, Ralf T.; Töpfer, Reinhard
Zeitschriftenaufsatz
2020Evaluating the suitability of hyper- and multispectral imaging to detect foliar symptoms of the grapevine trunk disease Esca in vineyards
Bendel, Nele; Kicherer, Anna; Backhaus, Andreas; Klück, Hans-Christian; Seiffert, Udo; Fischer, Michael; Voegele, Ralf T.; Töpfer, Reinhard
Zeitschriftenaufsatz
2019Data characterization of Barley HEB-25 through hyperspectral imaging and machine learning
Klück, Hans-Christian; Schmidt, Maria; Warnemünde, Sebastian; Backhaus, Andreas; Herzig, Paul; Mock, Hans-Peter; Pillen, Klaus; Seiffert, Udo
Poster
2019Genetic dissection of grain elements predicted by hyperspectral imaging associated with yield-related traits in a wild barley NAM population
Herzig, Paul; Backhaus, Andreas; Seiffert, Udo; Wirén, Nicolaus von; Pillen, Klaus; Maurer, Andreas
Zeitschriftenaufsatz
2019Phenoliner: A multi-sensor field phenotyping platform
Kicherer, Anna; Herzog, Katja; Bendel, Nele; Klück, Hans-Christian; Backhaus, Andreas; Wieland, Markus; Rose, Johann Christian; Klingbeil, Lasse; Kuhlmann, Heiner; Seiffert, Udo; Töpfer, Reinhard
Konferenzbeitrag
2019Phenoliner: A New Field Phenotyping Platform for Grapevine Research
Kicherer, Anna; Herzog, Katja; Bendel, Nele; Klück, Hans-Christian; Backhaus, Andreas; Wieland, Markus; Rose, Johann Christian; Klingbeil, Lasse; Läbe, Thomas; Hohl, Christian; Petry, Willi; Kuhlmann, Heiner; Seiffert, Udo; Töpfer, Reinhard
Aufsatz in Buch
2019Transfer Learning for transferring machine-learning based models among various hyperspectral sensors
Menz, Patrick; Backhaus, Andreas; Seiffert, Udo
Konferenzbeitrag
2018Characterization of barley NAM population HEB-25 with the field phenotyping platform "Agrover"
Schmidt, Maria; Klück, Hans-Christian; Backhaus, Andreas; Brauch, Dominic; Mock, HansâPeter; Seiffert, Udo; Pillen, Klaus
Poster
2018Manipulationseinrichtung zum Greifen eines Körpers
Backhaus, Andreas; Herzog, Andreas; Müller, Veit; Saenz, José; Seiffert, Udo
Patent
2018System und Verfahren zum Erfassen von Messbildern eines Messobjekts
Backhaus, Andreas; Herzog, Andreas; Seiffert, Udo
Patent
2017Data dependent evaluation of dissimilarities in nearest prototype vector quantizers regarding their discriminating abilities
Kaden, Marika; Nebel, David; Melchert, Friedrich; Backhaus, Andreas; Seiffert, Udo; Villmann, Thomas
Konferenzbeitrag
2017Genetic regulation of growth and nutrient content under phosphorus deficiency in the wild barley introgression library S42IL
Soleimani, Behnaz; Sammler, Ralf; Backhaus, Andreas; Beschow, Heidrun; Schumann, Erika; Mock, Hans-Peter; Wirén, Nicolaus von; Seiffert, Udo; Pillen, Klaus
Zeitschriftenaufsatz
2017Phenoliner: A new field phenotyping platform for grapevine research
Kicherer, Anna; Herzog, Katja; Bendel, Nele; Klück, Hans-Christian; Backhaus, Andreas; Wieland, Markus; Rose, Johann Christian; Klingbeil, Lasse; Läbe, Thomas; Hohl, Christian; Petry, Willi; Kuhlmann, Heiner; Seiffert, Udo; Töpfer, Reinhard
Zeitschriftenaufsatz
2017Use Cases of Data Analytics in the Process Industry
Zobel, Nico; Backhaus, Andreas; Herzog, Andreas
Vortrag
2017Use cases of predictive modeling in the process industry
Zobel, Nico; Backhaus, Andreas; Herzog, Andreas
Vortrag
2016Datenanalyse – Fallbeispiele von KMUs aus der Prozessindustrie
Zobel, Nico; Backhaus, Andreas; Herzog, Andreas
Zeitschriftenaufsatz
2015Fusion trees for fast and accurate classification of hyperspectral data with ensembles of gamma-divergence-based RBF networks
Knauer, Uwe; Backhaus, Andreas; Seiffert, Udo
Zeitschriftenaufsatz
2014Beyond standard metrics - on the selection and combination of distance metrics for an improved classification of hyperspectral data
Knauer, Uwe; Backhaus, Andreas; Seiffert, Udo
Konferenzbeitrag
2014Classification in high-dimensional spectral data: Accuracy vs. interpretability vs. model size
Backhaus, Andreas; Seiffert, Udo
Zeitschriftenaufsatz
2014Erweiterung hyperspektraler Bildgebung auf Mikroskopie
Holstein, Katharina; Herzog, Andreas; Backhaus, Andreas; Seiffert, Udo
Aufsatz in Buch
2013Comprehensive, non-invasive, and quantitative monitoring of the health and nutrition state of crop plants by means of hyperspectral imaging and computational intelligence based analysis intelligence based analysis
Backhaus, Andreas; Seiffert, Udo
Konferenzbeitrag
2013Processing hyperspectral data in machine learning
Villmann, Thomas; Kästner, Marika; Backhaus, Andreas; Seiffert, Udo
Konferenzbeitrag
2013Quantitative measurements of model interpretability for the analysis of spectral data
Backhaus, Andreas; Seiffert, Udo
Konferenzbeitrag
2013Softsensorik zum berührungslosen Messen im Hochdurchsatz
Backhaus, Andreas; Herzog, Andreas; Knauer, Uwe; Seiffert, Udo
Aufsatz in Buch