Alireza Taravat

21 papers C 7Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2024 C conf
Advancing Forest Canopy Measurement: Deep Learning Approaches with Sentinel-2 Data.
IGARSS
Alireza Taravat, Daniel Pascual
2024 C conf
Automatic Bomb Crater Detection and Localization Based on Historical Aerial Imagery.
IGARSS
Matthias P. Wagner, Marcel König, Alireza Taravat
2024 C conf
Machine Learning Algorithms in Grassland Monitoring: Utilizing Multi-Temporal Sentinel-1 SAR and Weather Data.
IGARSS
Alireza Taravat, Paolo Cosmo Silvestro, Maria P. González-Dugo, Mariapina Castelli, Robert Hinz, David Petit
2023 J jnl
Comparative Analysis of Machine Learning Algorithms for Soil Erosion Modelling Based on Remotely Sensed Data.
Remote. Sens.
Daniel Fernández, Eromanga Adermann, Marco Pizzolato, Roman Pechenkin, Christina G. Rodríguez, Alireza Taravat
2023 J jnl
Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions.
Electron. Commer. Res.
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
2022 J jnl
Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing.
CoRR
Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat
2022 J jnl
Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing.
Remote. Sens.
Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat
2022 J jnl
NNetEn2D: Two-Dimensional Neural Network Entropy in Remote Sensing Imagery and Geophysical Mapping.
Remote. Sens.
Andrei Velichko, Matthias P. Wagner, Alireza Taravat, Bruce Hobbs, Alison Ord
2022 C conf
Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis.
IGARSS
Andrei Velichko, Matthias P. Wagner, Alireza Taravat
2021 J jnl
Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection.
Remote. Sens.
Alireza Taravat, Matthias P. Wagner, Rogerio Bonifaçio, David Petit
2021 C conf
Forest Canopy Mapping Using Synthetic Aperture Radar by Means of Pulse Coupled Neural Networks.
IGARSS
Alireza Taravat, Iraj Emadodin
2021 C conf
Sentinel-2 Based Service for Identify and Map Wildfire Events.
IGARSS
Alireza Taravat, Helena Los
2020 J jnl
Remote Sensing Data Assimilation in Dynamic Crop Models Using Particle Swarm Optimization.
ISPRS Int. J. Geo Inf.
Matthias P. Wagner, Thomas Slawig, Alireza Taravat, Natascha Oppelt
2019 J jnl
Automatic Grassland Cutting Status Detection in the Context of Spatiotemporal Sentinel-1 Imagery Analysis and Artificial Neural Networks.
Remote. Sens.
Alireza Taravat, Matthias P. Wagner, Natascha Oppelt
2015 J jnl
Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking.
Remote. Sens.
Alireza Taravat, Simon Richard Proud, Simone Peronaci, Fabio Del Frate, Natascha Oppelt
2015 J jnl
Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images.
IEEE Geosci. Remote. Sens. Lett.
Alireza Taravat, Fabio Del Frate, Cristina Cornaro, Stefania Vergari
2015 C conf
The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking.
IGARSS
Alireza Taravat, Simone Peronaci, Massimiliano Sist, Fabio Del Frate, Natascha Oppelt
2014 J jnl
Adaptive Weibull Multiplicative Model and Multilayer Perceptron Neural Networks for Dark-Spot Detection from SAR Imagery.
Sensors
Alireza Taravat, Natascha Oppelt
2014 J jnl
Fully Automatic Dark-Spot Detection From SAR Imagery With the Combination of Nonadaptive Weibull Multiplicative Model and Pulse-Coupled Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Alireza Taravat, Daniele Latini, Fabio Del Frate
2013 — conf
A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean.
SAR
Fabio Del Frate, Daniele Latini, Alireza Taravat, Cathleen E. Jones
2012 J jnl
Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data.
EURASIP J. Adv. Signal Process.
Alireza Taravat, Fabio Del Frate