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ORCIDAlireza Taravat
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2020 – today
- 2024
[c8]Alireza Taravat, Paolo Cosmo Silvestro, Maria P. González-Dugo, Mariapina Castelli, Robert Hinz, David Petit:
Machine Learning Algorithms in Grassland Monitoring: Utilizing Multi-Temporal Sentinel-1 SAR and Weather Data. IGARSS 2024: 4928-4931- [c7]Alireza Taravat, Daniel Pascual:
Advancing Forest Canopy Measurement: Deep Learning Approaches with Sentinel-2 Data. IGARSS 2024: 5346-5349 - [c6]Matthias P. Wagner, Marcel König, Alireza Taravat:
Automatic Bomb Crater Detection and Localization Based on Historical Aerial Imagery. IGARSS 2024: 7432-7435 - 2023
- [j12]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:
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. 23(3): 1621-1663 (2023) - [j11]Daniel Fernández, Eromanga Adermann, Marco Pizzolato, Roman Pechenkin, Christina G. Rodríguez, Alireza Taravat:
Comparative Analysis of Machine Learning Algorithms for Soil Erosion Modelling Based on Remotely Sensed Data. Remote. Sens. 15(2): 482 (2023) - 2022
- [j10]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) - [j9]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) - [c5]Andrei Velichko, Matthias P. Wagner, Alireza Taravat:
Two-Dimensional Neural Network Entropy for Remote Sensing Image Analysis. IGARSS 2022: 1952-1954 - [i1]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) - 2021
- [j8]Alireza Taravat, Matthias P. Wagner, Rogerio Bonifaçio, David Petit:
Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection. Remote. Sens. 13(4): 722 (2021) - [c4]Alireza Taravat, Iraj Emadodin:
Forest Canopy Mapping Using Synthetic Aperture Radar by Means of Pulse Coupled Neural Networks. IGARSS 2021: 3472-3474 - [c3]Alireza Taravat, Helena Los:
Sentinel-2 Based Service for Identify and Map Wildfire Events. IGARSS 2021: 6728-6730 - 2020
- [j7]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)
2010 – 2019
- 2019
- [j6]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) - 2015
- [j5]Alireza Taravat, Fabio Del Frate, Cristina Cornaro, Stefania Vergari:
Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images. IEEE Geosci. Remote. Sens. Lett. 12(3): 666-670 (2015) - [j4]Alireza Taravat, Simon Richard Proud, Simone Peronaci, Fabio Del Frate, Natascha Oppelt:
Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking. Remote. Sens. 7(2): 1529-1539 (2015) - [c2]Alireza Taravat, Simone Peronaci, Massimiliano Sist, Fabio Del Frate, Natascha Oppelt:
The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking. IGARSS 2015: 2315-2318 - 2014
- [j3]Alireza Taravat, Natascha Oppelt:
Adaptive Weibull Multiplicative Model and Multilayer Perceptron Neural Networks for Dark-Spot Detection from SAR Imagery. Sensors 14(12): 22798-22810 (2014) - [j2]Alireza Taravat, Daniele Latini, Fabio Del Frate:
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. 52(5): 2427-2435 (2014) - 2013
- [c1]Fabio Del Frate, Daniele Latini, Alireza Taravat, Cathleen E. Jones:
A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean. SAR 2013: 889105 - 2012
- [j1]Alireza Taravat, Fabio Del Frate:
Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data. EURASIP J. Adv. Signal Process. 2012: 107 (2012)
Coauthor Index
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