Publicações

Revistas

• K. Raiyani, T. Gonçalves, L. Rato, M. Barão (2022). Mahalanobis distance based accuracy prediction models for Sentinel-2 Image Scene Classification. International Journal of Remote Sensing, pp. 1-26. DOI: 10.1080/01431161.2021.2013575
• K. Raiyani, T. Gonçalves, L. Rato, P. Salgueiro, JR. Silva (2021). Sentinel-2 Image Scene Classification: A Comparison between Sen2Cor and a Machine Learning Approach. Remote Sensing, 13(2), 300. DOI: 10.3390/rs13020300

 

Conferências

• K. Raiyani, T. Gonçalves, L. Rato (2022). Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification through Active Learning. IbPRIA’2022: 10th Iberian Conference on Pattern Recognition and Image Analysis
• K. Raiyani, T. Gonçalves, L. Rato (2021). Sentinel 2 Image Scene Classification: A Comparison Between Bands and Spectral Indices. RECPAD’2021: 27th Portuguese Conference on Pattern Recognition
• E. Medeiros, S. Ahmed, T. Gonçalves, L. Rato (2021). Predicting soil electro-conductivity using Sentinel-1 images. RECPAD’2021: 27th Portuguese Conference on Pattern Recognition
• K. Raiyani, T. Gonçalves, L. Rato, P. Salgueiro, JR. Silva (2020). Sentinel-2 Image Scene Classification over Alentejo Region Farmland. RECPAD’2020: 26th Portuguese Conference on Pattern Recognition
• S. Ahmed, T. Gonçalves, L. Rato, JR. Silva, F. Vieira, L. Paixão and P. Salgueiro (2020) Classifying Soil Type Using Radar Satellite Images. RECPAD’2020: 26th Portuguese Conference on Pattern Recognition

 

Outras publicações

• K. Raiyani, T. Gonçalves, L. Rato, P. Salgueiro (2022). A ML approach for scene classification using Sentinel-2 images. 1st Copernicus  National Conference. (oral presentation)
• E. Medeiros, S. Ahmed, T. Gonçalves, L. Rato, P. Salgueiro (2022). Analysis of Sentinel-1 time-frame and polarisation information for soil electro-conductivity prediction. 1st Copernicus  National Conference. (poster)