Mario Caetano

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 10

Top Topics

Image Classification And Retrieval

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Daniel Moraes, Pedro Benevides, Hugo Costa, Francisco D. Moreira, Mario Caetano
Exploring Different Levels of Class Nomenclature in Random Forest Classification of Sentinel-2 Data. IGARSS (2022)
Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir, Volker Markl
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval. CoRR (2021)
André Duarte, Nuno Borralho, Mario Caetano
A Machine Learning Approach to Detect Dead Trees Caused by Longhorned Borer in Eucalyptus Stands Using UAV Imagery. IGARSS (2021)
Pedro Benevides, Hugo Costa, Francisco D. Moreira, Daniel Moraes, Mario Caetano
Annual Crop Classification Experiments in Portugal Using Sentinel-2. IGARSS (2021)
Daniel Moraes, Pedro Benevides, Hugo Costa, Francisco D. Moreira, Mario Caetano
Influence of Sample Size in Land Cover Classification Accuracy Using Random Forest and Sentinel-2 Data in Portugal. IGARSS (2021)
Stavros Sakellariou, Pedro Cabral, Mario Caetano, Filiberto Pla, Marco Painho, Olga Christopoulou, Athanassios I. Sfougaris, Nicolas Dalezios, Christos Vasilakos
Remotely Sensed Data Fusion for Spatiotemporal Geostatistical Analysis of Forest Fire Hazard. Sensors 20 (17) (2020)
Gencer Sumbul, Jian Kang, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir
BigEarthNet Deep Learning Models with A New Class-Nomenclature for Remote Sensing Image Understanding. CoRR (2020)
Rita Nicolau, João David, Mario Caetano, José M. C. Pereira
Ratio of Land Consumption Rate to Population Growth Rate - Analysis of Different Formulations Applied to Mainland Portugal. ISPRS Int. J. Geo Inf. 8 (1) (2019)
Hugo Costa, Diana Almeida, Francisco Vala, Filipe Marcelino, Mario Caetano
Land Cover Mapping from Remotely Sensed and Auxiliary Data for Harmonized Official Statistics. ISPRS Int. J. Geo Inf. 7 (4) (2018)
Joel Silva, Fernando Bação, Mario Caetano
Specific Land Cover Class Mapping by Semi-Supervised Weighted Support Vector Machines. Remote. Sens. 9 (2) (2017)
Yasmine Megahed, Pedro Cabral, Joel Silva, Mario Caetano
Land Cover Mapping Analysis and Urban Growth Modelling Using Remote Sensing Techniques in Greater Cairo Region - Egypt. ISPRS Int. J. Geo Inf. 4 (3) (2015)
Hugo Carrão, Paulo Gonçalves, Mario Caetano
A Nonlinear Harmonic Model for Fitting Satellite Image Time Series: Analysis and Prediction of Land Cover Dynamics. IEEE Trans. Geosci. Remote. Sens. 48 (4-2) (2010)
Luísa M. S. Gonçalves, Cidália Costa Fonte, Mario Caetano
Using Uncertainty Information to Combine Soft Classifications. IPMU (2010)
Luísa M. S. Gonçalves, Cidália Costa Fonte, Eduardo N. B. S. Júlio, Mario Caetano
On the Information Provided by Uncertainty Measures in the Classification of Remote Sensing Images. IFSA/EUSFLAT Conf. (2009)
André Pinheiro, Hugo Carrão, Mario Caetano
Evaluation of ASAR and optical data synergy for high resolution land cover mapping in portugal. IGARSS (2007)
Luís Capão, Hugo Carrão, António Araújo, Mario Caetano
An approach for land cover mapping with multi-temporal MERIS imagery. IGARSS (2007)
Hugo Carrão, António Araújo, Cecília Cerdeira, Pedro Sarmento, Luís Capão, Mario Caetano
A reference sample database for the accuracy assessment of medium spatial resolution land cover products in Portugal. IGARSS (2007)
Hugo Carrão, Pedro Sarmento, António Araújo, Mario Caetano
Retrieving land cover information from MERIS and MODIS Data: a comparative study for landscape characterization in Portugal. IGARSS (2007)