Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
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
2020GWAS reveals the genetic complexity of fructan accumulation patterns in barley grain
Matros, Andrea; Houston, Kelly; Tucker, Matthew R.; Schreiber, Miriam; Berger, Bettina; Aubert, Matthew K.; Wilkinson, Laura G.; Witzel, Katja; Waugh, Robbie; Seiffert, Udo; Burton, Rachel A.
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
2019Determination of Fructans in Plants: Current Analytical Means for Extraction, Detection, and Quantification
Matros, Andrea; Peukert, Manuela; Lahnstein, Jelle; Seiffert, Udo; Burton, Rachel
Zeitschriftenaufsatz
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
2019Phäno- und Genotypisierung von Pflanzen
Seiffert, Udo; Herzog, Andreas
Aufsatz in Buch
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
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
Zeitschriftenaufsatz
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
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
Zeitschriftenaufsatz
2017Methoden der Datenanalyse für verfahrenstechnische Anwendungen
Zobel, Nico; Seiffert, Udo; Herzog, Andreas
Vortrag
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
2017Prototypes and matrix relevance learning in complex fourier space
Straat, Michiel; Kaden, Marika; Gay, Matthias; Villmann, Thomas; Lampe, Alexander; Seiffert, Udo; Biehl, Michael; Melchert, Friedrich
Konferenzbeitrag
2016Wild barley introgression library HEB-25 and sensor-based high-throughput phenotyping in field
Draba, Vera; Herzig, Paul; Klück, Hans-Christian; Brauch, Dominic; Maurer, Andreas; Seiffert, Udo; Mock, Hans-Peter; Pillen, Klaus
Poster
2015Erweiterter Dynamikumfang und Fokusbereich hyperspektraler Kameras
Holstein, Katharina; Herzog, Andreas; Seiffert, Udo
Aufsatz in Buch
2015Fast segmentation of hyperspectral images by combining textural and spectral information
Knauer, Uwe; Kilias, David; Seiffert, Udo
Konferenzbeitrag
2015Fliegende Sensoren sorgen für Qualität und Quantität von Australischem Wein
Knauer, Uwe; Seiffert, Udo
Aufsatz in Buch
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
2015Polynomial approximation of spectral data in LVQ and relevance learning
Melchert, Friedrich; Seiffert, Udo; Biehl, Michael
Zeitschriftenaufsatz, Konferenzbeitrag
2015Towards grape-vine management based on mapping of airborne hyperspectral images
Knauer, Uwe; Edwards, Everard; McGrath, Andrew; Lieff, Wolfgang; Hacker, Jorg M.; Seiffert, Udo
Vortrag
2014ANNIE - Artificial Neural Network-based Image Encoder
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
2014Fast image segmentation based on boosted random forests, integral images, and features on demand
Knauer, Uwe; Seiffert, Udo
Konferenzbeitrag
2014Microphenomics for interactions of barley with fungal pathogens
Douchkov, Dimitar; Baum, Tobias; Ihlow, Alexander; Schweizer, Patrick; Seiffert, Udo
Aufsatz in Buch
2013An approach for automated registration of hyperspectral images for boresight calibration
Knauer, Uwe; Seiffert, Udo
Konferenzbeitrag
2013Cascaded reduction and growing of result sets for combining object detectors
Knauer, Uwe; Seiffert, Udo
Konferenzbeitrag
2013A comparison of late fusion methods for object detection
Knauer, Uwe; Seiffert, Udo
Konferenzbeitrag
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
2013HawkSpex® - ein flexibles System zur Aufnahme hyperspektraler Bilddaten
Klück, Hans-Christian; Rothe, Felix; Seiffert, Udo
Aufsatz in Buch
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