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1

Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping

Mahlein, Anne-Katrin

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 2.50 MB

english, 2016

2

Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective

Thomas, Stefan, Kuska, Matheus Thomas, Bohnenkamp, David, Brugger, Anna, Alisaac, Elias, Wahabzada, Mirwaes, Behmann, Jan, Mahlein, Anne-Katrin

Journal:

Journal of Plant Diseases and Protection

Année:

2017

Langue:

english

Fichier:

PDF, 2.35 MB

english, 2017

3

A review of advanced machine learning methods for the detection of biotic stress in precision crop protection

Behmann, Jan, Mahlein, Anne-Katrin, Rumpf, Till, Römer, Christoph, Plümer, Lutz

Journal:

Precision Agriculture

Année:

2015

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2015

4

Recent advances in sensing plant diseases for precision crop protection

Anne-Katrin Mahlein, Erich-Christian Oerke, Ulrike Steiner, Heinz-Wilhelm Dehne

Journal:

European Journal of Plant Pathology

Année:

2012

Langue:

english

Fichier:

PDF, 893 KB

english, 2012

5

Calibration of hyperspectral close-range pushbroom cameras for plant phenotyping

Behmann, Jan, Mahlein, Anne-Katrin, Paulus, Stefan, Kuhlmann, Heiner, Oerke, Erich-Christian, Plümer, Lutz

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2015

Langue:

english

Fichier:

PDF, 2.91 MB

english, 2015

6

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

Wahabzada, Mirwaes, Mahlein, Anne-Katrin, Bauckhage, Christian, Steiner, Ulrike, Oerke, Erich-Christian, Kersting, Kristian

Journal:

Scientific Reports

Année:

2016

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2016

7

Making deep neural networks right for the right scientific reasons by interacting with their explanations

Schramowski, Patrick, Stammer, Wolfgang, Teso, Stefano, Brugger, Anna, Herbert, Franziska, Shao, Xiaoting, Luigs, Hans-Georg, Mahlein, Anne-Katrin, Kersting, Kristian

Journal:

Nature Machine Intelligence

Année:

2020

Fichier:

PDF, 6.45 MB

2020

8

[IEEE 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Los Angeles, CA, USA (2016.8.21-2016.8.24)] 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - On the benefit of topographic dictionaries for detecting disease symptoms on hyperspectral 3D plant models

Roscher, Ribana, Behmann, Jan, Mahlein, Anne-Katrin, Plumer, Lutz

Année:

2016

Langue:

english

Fichier:

PDF, 601 KB

english, 2016

9

Screening of Barley Resistance Against Powdery Mildew by Simultaneous High-Throughput Enzyme Activity Signature Profiling and Multispectral Imaging

Kuska, Matheus T., Behmann, Jan, Großkinsky, Dominik K., Roitsch, Thomas, Mahlein, Anne-Katrin

Journal:

Frontiers in Plant Science

Année:

2018

Langue:

english

Fichier:

PDF, 2.89 MB

english, 2018

10

Prediction of the Kiwifruit Decline Syndrome in Diseased Orchards by Remote Sensing

Savian, Francesco, Martini, Marta, Ermacora, Paolo, Paulus, Stefan, Mahlein, Anne-Katrin

Journal:

Année:

2020

Fichier:

PDF, 9.24 MB

2020

11

Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases

Anne-Katrin Mahlein, Ulrike Steiner, Christian Hillnhütter, Heinz-Wilhelm Dehne, Erich-Christian Oerke

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 773 KB

english, 2012

12

Neue Ansätze zur frühzeitigen Erkennung und Lokalisierung von Zuckerrübenkrankheiten

Christian Hillnhütter, Anne-Katrin Mahlein

Journal:

Gesunde Pflanzen

Année:

2008

Langue:

german

Fichier:

PDF, 309 KB

german, 2008

13

Airborne hyperspectral imaging of spatial soil organic carbon heterogeneity at the field-scale

Christine Hbirkou, Stefan Pätzold, Anne-Katrin Mahlein, Gerhard Welp

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 574 KB

english, 2012

14

Sensors and imaging techniques for the assessment of the delay of wheat senescence induced by fungicides

Berdugo, Carlos Andres, Mahlein, Anne-Katrin, Steiner, Ulrike, Dehne, Heinz-Wilhelm, Oerke, Erich-Christian

Journal:

Functional Plant Biology

Année:

2013

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2013

15

Surface feature based classification of plant organs from 3D laserscanned point clouds for plant phenotyping

Paulus, Stefan, Dupuis, Jan, Mahlein, Anne-Katrin, Kuhlmann, Heiner

Journal:

BMC Bioinformatics

Année:

2013

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2013

16

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Optimalwavelengths for an early identification of Cercospora beticola with Support Vector Machines based on hyperspectral reflection data

Rumpf, Till, Romer, Christoph, Plumer, Lutz, Mahlein, Anne-Katrin

Année:

2010

Langue:

english

Fichier:

PDF, 205 KB

english, 2010

17

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

Kuska, Matheus, Wahabzada, Mirwaes, Leucker, Marlene, Dehne, Heinz-Wilhelm, Kersting, Kristian, Oerke, Erich-Christian, Steiner, Ulrike, Mahlein, Anne-Katrin

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.94 MB

english, 2015

18

Low-Cost 3D Systems: Suitable Tools for Plant Phenotyping

Paulus, Stefan, Behmann, Jan, Mahlein, Anne-Katrin, Plümer, Lutz, Kuhlmann, Heiner

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 13.84 MB

english, 2014

19

SPIE Proceedings [SPIE SPIE Europe Remote Sensing - Berlin, Germany (Monday 31 August 2009)] Remote Sensing for Agriculture, Ecosystems, and Hydrology XI - Disease detection in sugar beet fields: a multi-temporal and multi-sensoral approach on different scales

Mahlein, Anne-Katrin, Hillnhütter, Christian, Mewes, Thorsten, Scholz, Christine, Steiner, Ulrike, Dehne, Heinz-Willhelm, Oerke, Erich-Christian, Neale, Christopher M. U., Maltese, Antonino

Année:

2009

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2009

20

[IEEE 2015 IEEE Sensors Applications Symposium (SAS) - Zadar, Croatia (2015.4.13-2015.4.15)] 2015 IEEE Sensors Applications Symposium (SAS) - Localized multispectral crop imaging sensors: Engineering & validation of a cost effective plant stress and disease sensor

Grieve, Bruce, Hammersley, Simon, Mahlein, Anne-Katrin, Oerke, Erich-Christian, Goldbach, Heiner

Année:

2015

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2015

21

Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

Wahabzada, Mirwaes, Paulus, Stefan, Kersting, Kristian, Mahlein, Anne-Katrin

Journal:

BMC Bioinformatics

Année:

2015

Langue:

english

Fichier:

PDF, 2.06 MB

english, 2015

22

The Impact of different Leaf Surface Tissues on active 3D Laser Triangulation Measurements

Dupuis, Jan, Paulus, Stefan, Mahlein, Anne-Katrin, Eichert, Thomas

Journal:

Photogrammetrie - Fernerkundung - Geoinformation

Année:

2015

Fichier:

PDF, 8.65 MB

2015

23

Improvement of Lesion Phenotyping in Cercospora beticola –Sugar Beet Interaction by Hyperspectral Imaging

Leucker, Marlene, Mahlein, Anne-Katrin, Steiner, Ulrike, Oerke, Erich-Christian

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2016

24

Osmotic adjustment of young sugar beets (Beta vulgaris) under progressive drought stress and subsequent rewatering assessed by metabolite analysis and infrared thermography

Wedeking, Rita, Mahlein, Anne-Katrin, Steiner, Ulrike, Oerke, Erich-Christian, Goldbach, Heiner E., Wimmer, Monika A.

Journal:

Functional Plant Biology

Année:

2017

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2017

25

Observation of plant–pathogen interaction by simultaneous hyperspectral imaging reflection and transmission measurements

Thomas, Stefan, Wahabzada, Mirwaes, Kuska, Matheus Thomas, Rascher, Uwe, Mahlein, Anne-Katrin

Journal:

Functional Plant Biology

Année:

2017

Langue:

english

Fichier:

PDF, 837 KB

english, 2017

26

Hyperspectral imaging reveals the effect of sugar beet quantitative trait loci on Cercospora leaf spot resistance

Leucker, Marlene, Wahabzada, Mirwaes, Kersting, Kristian, Peter, Madlaina, Beyer, Werner, Steiner, Ulrike, Mahlein, Anne-Katrin, Oerke, Erich-Christian

Journal:

Functional Plant Biology

Année:

2017

Langue:

english

Fichier:

PDF, 733 KB

english, 2017

27

Spectral patterns reveal early resistance reactions of barley against Blumeria graminis f. sp. hordei

Kuska, Matheus Thomas, Brugger, Anna, Thomas, Stefan, Wahabzada, Mirwaes, Kersting, Kristian, Oerke, Erich Christian, Steiner, Ulrike, Mahlein, Anne-Katrin

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 2.64 MB

english, 2017

28

Impact of compatible and incompatible barley—Blumeria graminis f.sp. hordei interactions on chlorophyll fluorescence parameters

Brugger, Anna, Kuska, Matheus Thomas, Mahlein, Anne-Katrin

Journal:

Journal of Plant Diseases and Protection

Année:

2017

Langue:

english

Fichier:

PDF, 5.94 MB

english, 2017

29

Supplemental Blue LED Lighting Array to Improve the Signal Quality in Hyperspectral Imaging of Plants

Mahlein, Anne-Katrin, Hammersley, Simon, Oerke, Erich-Christian, Dehne, Heinz-Wilhelm, Goldbach, Heiner, Grieve, Bruce

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.88 MB

english, 2015

30

Specim IQ: Evaluation of a New, Miniaturized Handheld Hyperspectral Camera and Its Application for Plant Phenotyping and Disease Detection

Behmann, Jan, Acebron, Kelvin, Emin, Dzhaner, Bennertz, Simon, Matsubara, Shizue, Thomas, Stefan, Bohnenkamp, David, Kuska, Matheus, Jussila, Jouni, Salo, Harri, Mahlein, Anne-Katrin, Rascher, Uwe

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 10.14 MB

english, 2018

31

Infrared Thermography as a Non-Invasive Tool to Explore Differences in the Musculoskeletal System of Children with Hemophilia Compared to an Age-Matched Healthy Group

Seuser, Axel, Kurnik, Karin, Mahlein, Anne-Katrin

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2018

32

Quantitative assessment of disease severity and rating of barley cultivars based on hyperspectral imaging in a non-invasive, automated phenotyping platform

Thomas, Stefan, Behmann, Jan, Steier, Angelina, Kraska, Thorsten, Muller, Onno, Rascher, Uwe, Mahlein, Anne-Katrin

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 4.54 MB

english, 2018

33

Discovering coherency of specific gene expression and optical reflectance properties of barley genotypes differing for resistance reactions against powdery mildew

Kuska, Matheus Thomas, Behmann, Jan, Namini, Mahsa, Oerke, Erich-Christian, Steiner, Ulrike, Mahlein, Anne-Katrin, Sarrocco, Sabrina

Journal:

Année:

2019

Fichier:

PDF, 2.70 MB

2019

34

Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range

Brugger, Anna, Behmann, Jan, Paulus, Stefan, Luigs, Hans-Georg, Kuska, Matheus Thomas, Schramowski, Patrick, Kersting, Kristian, Steiner, Ulrike, Mahlein, Anne-Katrin

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 13.64 MB

english, 2019

35

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!

Mahlein, Anne-Katrin, Kuska, Matheus Thomas, Thomas, Stefan, Wahabzada, Mirwaes, Behmann, Jan, Rascher, Uwe, Kersting, Kristian

Journal:

Current Opinion in Plant Biology

Année:

2019

Langue:

english

Fichier:

PDF, 926 KB

english, 2019

36

Assessment of Fusarium Infection and Mycotoxin Contamination of Wheat Kernels and Flour Using Hyperspectral Imaging

Alisaac, Elias, Behmann, Jan, Rathgeb, Anna, Karlovsky, Petr, Dehne, Heinz-Wilhelm, Mahlein, Anne-Katrin

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 1.92 MB

english, 2019

37

Assessment of Fusarium Infection and Mycotoxin Contamination of Wheat Kernels and Flour Using Hyperspectral Imaging

Alisaac, Elias, Behmann, Jan, Rathgeb, Anna, Karlovsky, Petr, Dehne, Heinz-Wilhelm, Mahlein, Anne-Katrin

Journal:

Année:

2019

Fichier:

PDF, 1.92 MB

2019

38

In-Field Detection of Yellow Rust in Wheat on the Ground Canopy and UAV Scale

Bohnenkamp, David, Behmann, Jan, Mahlein, Anne-Katrin

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 5.77 MB

english, 2019

39

In-Field Detection of Yellow Rust in Wheat on the Ground Canopy and UAV Scale

Bohnenkamp, David, Behmann, Jan, Mahlein, Anne-Katrin

Journal:

Année:

2019

Fichier:

PDF, 5.77 MB

2019

40

From visual estimates to fully automated sensor-based measurements of plant disease severity: status and challenges for improving accuracy

Bock, Clive H., Barbedo, Jayme G. A., Del Ponte, Emerson M., Bohnenkamp, David, Mahlein, Anne-Katrin

Journal:

Phytopathology Research

Année:

2020

Fichier:

PDF, 3.52 MB

2020

41

Hyperspectral imaging of symptoms induced by Rhizoctonia solani in sugar beet: comparison of input data and different machine learning algorithms

Barreto, Abel, Paulus, Stefan, Varrelmann, Mark, Mahlein, Anne-Katrin

Journal:

Journal of Plant Diseases and Protection

Année:

2020

Fichier:

PDF, 3.13 MB

2020

42

Statistical shape analysis of tap roots: a methodological case study on laser scanned sugar beets

Heeren, Behrend, Paulus, Stefan, Goldbach, Heiner, Kuhlmann, Heiner, Mahlein, Anne-Katrin, Rumpf, Martin, Wirth, Benedikt

Journal:

BMC Bioinformatics

Année:

2020

Fichier:

PDF, 2.01 MB

2020

43

Technical workflows for hyperspectral plant image assessment and processing on the greenhouse and laboratory scale

Paulus, Stefan, Mahlein, Anne-Katrin

Journal:

Année:

2020

Fichier:

PDF, 2.19 MB

2020