Low-cost 3D systems: suitable tools for plant phenotyping S Paulus, J Behmann, AK Mahlein, L Plümer, H Kuhlmann Sensors 14 (2), 3001-3018, 2014 | 212 | 2014 |
Detection of early plant stress responses in hyperspectral images J Behmann, J Steinrücken, L Plümer ISPRS Journal of Photogrammetry and Remote Sensing 93, 98-111, 2014 | 164 | 2014 |
A review of advanced machine learning methods for the detection of biotic stress in precision crop protection J Behmann, AK Mahlein, T Rumpf, C Römer, L Plümer Precision Agriculture 16 (3), 239-260, 2015 | 156 | 2015 |
Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis C Römer, M Wahabzada, A Ballvora, F Pinto, M Rossini, C Panigada, ... Functional Plant Biology 39 (11), 878-890, 2012 | 126 | 2012 |
Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective S Thomas, MT Kuska, D Bohnenkamp, A Brugger, E Alisaac, ... Journal of Plant Diseases and Protection 125 (1), 5-20, 2018 | 82 | 2018 |
Hyperspectral sensors and imaging technologies in phytopathology: state of the art AK Mahlein, MT Kuska, J Behmann, G Polder, A Walter Annual review of phytopathology 56, 535-558, 2018 | 68 | 2018 |
Specim IQ: evaluation of a new, miniaturized handheld hyperspectral camera and its application for plant phenotyping and disease detection J Behmann, K Acebron, D Emin, S Bennertz, S Matsubara, S Thomas, ... Sensors 18 (2), 441, 2018 | 61 | 2018 |
Generation and application of hyperspectral 3D plant models: methods and challenges J Behmann, AK Mahlein, S Paulus, J Dupuis, H Kuhlmann, EC Oerke, ... Machine Vision and Applications 27 (5), 611-624, 2016 | 58 | 2016 |
Calibration of hyperspectral close-range pushbroom cameras for plant phenotyping J Behmann, AK Mahlein, S Paulus, H Kuhlmann, EC Oerke, L Plümer ISPRS Journal of Photogrammetry and Remote Sensing 106, 172-182, 2015 | 51 | 2015 |
Quantitative assessment of disease severity and rating of barley cultivars based on hyperspectral imaging in a non-invasive, automated phenotyping platform S Thomas, J Behmann, A Steier, T Kraska, O Muller, U Rascher, ... Plant Methods 14 (1), 1-12, 2018 | 43 | 2018 |
Hyperspectral quantification of wheat resistance to Fusarium head blight: Comparison of two Fusarium species E Alisaac, J Behmann, MT Kuska, HW Dehne, AK Mahlein European Journal of Plant Pathology 152 (4), 869-884, 2018 | 27 | 2018 |
Comparison and combination of thermal, fluorescence, and hyperspectral imaging for monitoring fusarium head blight of wheat on spikelet scale AK Mahlein, E Alisaac, A Al Masri, J Behmann, HW Dehne, EC Oerke Sensors 19 (10), 2281, 2019 | 23 | 2019 |
Detection of disease symptoms on hyperspectral 3d plant models. R Roscher, J Behmann, AK Mahlein, J Dupuis, H Kuhlmann, L Plümer ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information …, 2016 | 23 | 2016 |
Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed! AK Mahlein, MT Kuska, S Thomas, M Wahabzada, J Behmann, ... Current opinion in plant biology 50, 156-162, 2019 | 22 | 2019 |
A multi-resolution approach for an automated fusion of different low-cost 3D sensors J Dupuis, S Paulus, J Behmann, L Plümer, H Kuhlmann Sensors 14 (4), 7563-7579, 2014 | 17 | 2014 |
Evaluation of different fungicides and nitrogen rates on grain yield and bread-making quality in wheat affected by Septoria tritici blotch and yellow spot AC Castro, MC Fleitas, M Schierenbeck, GS Gerard, MR Simón Journal of cereal science 83, 49-57, 2018 | 13 | 2018 |
Plant disease detection by hyperspectral imaging: from the lab to the field AK Mahlein, MT Kuska, S Thomas, D Bohnenkamp, E Alisaac, J Behmann, ... Advances in Animal Biosciences 8 (2), 238, 2017 | 13 | 2017 |
Assessment of Fusarium infection and mycotoxin contamination of wheat kernels and flour using hyperspectral imaging E Alisaac, J Behmann, A Rathgeb, P Karlovsky, HW Dehne, AK Mahlein Toxins 11 (10), 556, 2019 | 11 | 2019 |
In-field detection of yellow rust in wheat on the ground canopy and UAV scale D Bohnenkamp, J Behmann, AK Mahlein Remote Sensing 11 (21), 2495, 2019 | 11 | 2019 |
Spatial referencing of hyperspectral images for tracing of plant disease symptoms J Behmann, D Bohnenkamp, S Paulus, AK Mahlein Journal of Imaging 4 (12), 143, 2018 | 11 | 2018 |