Alireza Taravat

According to our database, Alireza Taravat authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Bomb Crater Detection and Localization Based on Historical Aerial Imagery.

Matthias P. Wagner, Marcel König, Alireza Taravat

Proceedings of the IGARSS 2024, 2024

Machine Learning Algorithms in Grassland Monitoring: Utilizing Multi-Temporal Sentinel-1 SAR and Weather Data.

Alireza Taravat, Paolo Cosmo Silvestro, Maria P. González-Dugo, Mariapina Castelli, Robert Hinz, David Petit

Proceedings of the IGARSS 2024, 2024

Advancing Forest Canopy Measurement: Deep Learning Approaches with Sentinel-2 Data.

Alireza Taravat, Daniel Pascual

Proceedings of the IGARSS 2024, 2024

2023

Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions.

Luis Filipe Lages, Nuno Catarino, Emanuel Gomes, Péter Tóh, Carlos Reis-Marques, Mario Mohr, Sebastian Max Borde, Omid Asgari, Ronnie Figueiredo, Nuno Grosso, David Perez, Ana Ponte, Sílvia Lopes Teixeira, Robin van der Schalie, Daniele Fantin, Jo Van Brusselen, Alireza Taravat, Gerd Schmidt

Electron. Commer. Res., September, 2023

Comparative Analysis of Machine Learning Algorithms for Soil Erosion Modelling Based on Remotely Sensed Data.

Daniel Fernández, Eromanga Adermann, Marco Pizzolato, Roman Pechenkin, Christina G. Rodríguez, Alireza Taravat

Remote. Sens., January, 2023

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

Sentinel-2 Based Service for Identify and Map Wildfire Events.

Alireza Taravat, Helena Los

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Forest Canopy Mapping Using Synthetic Aperture Radar by Means of Pulse Coupled Neural Networks.

Alireza Taravat, Iraj Emadodin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

2015

Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking.

Alireza Taravat, Simon Richard Proud, Simone Peronaci, Fabio Del Frate, Natascha Oppelt

Remote. Sens., 2015

Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images.

Alireza Taravat, Fabio Del Frate, Cristina Cornaro, Stefania Vergari

IEEE Geosci. Remote. Sens. Lett., 2015

The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking.

Alireza Taravat, Simone Peronaci, Massimiliano Sist, Fabio Del Frate, Natascha Oppelt

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Fully Automatic Dark-Spot Detection From SAR Imagery With the Combination of Nonadaptive Weibull Multiplicative Model and Pulse-Coupled Neural Networks.

Alireza Taravat, Daniele Latini, Fabio Del Frate

IEEE Trans. Geosci. Remote. Sens., 2014

Adaptive Weibull Multiplicative Model and Multilayer Perceptron Neural Networks for Dark-Spot Detection from SAR Imagery.

Alireza Taravat, Natascha Oppelt

Sensors, 2014

2013

A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean.

Fabio Del Frate, Daniele Latini, Alireza Taravat, Cathleen E. Jones

Proceedings of the SAR Image Analysis, 2013

2012

Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data.

Alireza Taravat, Fabio Del Frate

EURASIP J. Adv. Signal Process., 2012