Matthias P. Wagner

According to our database, Matthias P. Wagner authored at least 9 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing.

Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat

Remote. Sens., December, 2022

NNetEn2D: Two-Dimensional Neural Network Entropy in Remote Sensing Imagery and Geophysical Mapping.

Andrei Velichko, Matthias P. Wagner, Alireza Taravat, Bruce Hobbs, Alison Ord

Remote. Sens., 2022

Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis.

Andrei Velichko, Matthias P. Wagner, Alireza Taravat

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection.

Alireza Taravat, Matthias P. Wagner, Rogerio Bonifaçio, David Petit

Remote. Sens., 2021

2020

Statistical and image processing techniques for remote sensing in agricultural monitoring and mapping

Matthias P. Wagner

PhD thesis, 2020

Deep Learning and Adaptive Graph-Based Growing Contours for Agricultural Field Extraction.

Matthias P. Wagner, Natascha Oppelt

Remote. Sens., 2020

Extracting Agricultural Fields from Remote Sensing Imagery Using Graph-Based Growing Contours.

Matthias P. Wagner, Natascha Oppelt

Remote. Sens., 2020

Remote Sensing Data Assimilation in Dynamic Crop Models Using Particle Swarm Optimization.

Matthias P. Wagner, Thomas Slawig, Alireza Taravat, Natascha Oppelt

ISPRS Int. J. Geo Inf., 2020

2019

Automatic Grassland Cutting Status Detection in the Context of Spatiotemporal Sentinel-1 Imagery Analysis and Artificial Neural Networks.

Alireza Taravat, Matthias P. Wagner, Natascha Oppelt

Remote. Sens., 2019