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Matthias P. Wagner

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affiliation: Panopterra, Darmstadt, Germany
affiliation (former): Kiel University, Department of Geography, Germany

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Books and Theses

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2020
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Matthias P. Wagner:
Statistical and image processing techniques for remote sensing in agricultural monitoring and mapping. Kiel University, Germany, 2020

Journal Articles

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2022
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Andrei Velichko, Matthias P. Wagner, Alireza Taravat, Bruce Hobbs, Alison Ord:
NNetEn2D: Two-Dimensional Neural Network Entropy in Remote Sensing Imagery and Geophysical Mapping. Remote. Sens. 14(9): 2166 (2022)
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Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat:
Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. Remote. Sens. 14(23): 5983 (2022)
2021
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Alireza Taravat, Matthias P. Wagner, Rogerio Bonifaçio, David Petit:
Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection. Remote. Sens. 13(4): 722 (2021)
2020
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Matthias P. Wagner, Thomas Slawig, Alireza Taravat, Natascha Oppelt:
Remote Sensing Data Assimilation in Dynamic Crop Models Using Particle Swarm Optimization. ISPRS Int. J. Geo Inf. 9(2): 105 (2020)
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Matthias P. Wagner, Natascha Oppelt:
Extracting Agricultural Fields from Remote Sensing Imagery Using Graph-Based Growing Contours. Remote. Sens. 12(7): 1205 (2020)
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Matthias P. Wagner, Natascha Oppelt:
Deep Learning and Adaptive Graph-Based Growing Contours for Agricultural Field Extraction. Remote. Sens. 12(12): 1990 (2020)
2019
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Alireza Taravat, Matthias P. Wagner, Natascha Oppelt:
Automatic Grassland Cutting Status Detection in the Context of Spatiotemporal Sentinel-1 Imagery Analysis and Artificial Neural Networks. Remote. Sens. 11(6): 711 (2019)

Conference and Workshop Papers

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2022
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Andrei Velichko, Matthias P. Wagner, Alireza Taravat:
Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis. IGARSS 2022: 1952-1954

Informal and Other Publications

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2022
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Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat:
Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. CoRR abs/2210.06901 (2022)

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