Matthias P. Wagner

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Digital Image Analysis

Boundary Detection

Wavelet Transformation

Top Venues

ISPRS Int. J. Geo Inf.

Publications

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 (2022)
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) (2022)
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) (2022)
Andrei Velichko, Matthias P. Wagner, Alireza Taravat
Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis. IGARSS (2022)
Alireza Taravat, Matthias P. Wagner, Rogerio Bonifaçio, David Petit
Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection. Remote. Sens. 13 (4) (2021)
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) (2020)
Matthias P. Wagner, Natascha Oppelt
Extracting Agricultural Fields from Remote Sensing Imagery Using Graph-Based Growing Contours. Remote. Sens. 12 (7) (2020)
Matthias P. Wagner, Natascha Oppelt
Deep Learning and Adaptive Graph-Based Growing Contours for Agricultural Field Extraction. Remote. Sens. 12 (12) (2020)
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) (2019)