Rafael Pires de Lima

According to our database, Rafael Pires de Lima authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Model Ensemble With Dropout for Uncertainty Estimation in Sea Ice Segmentation Using Sentinel-1 SAR.

Rafael Pires de Lima, Morteza Karimzadeh

IEEE Trans. Geosci. Remote. Sens., 2023

Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions.

Rafael Pires de Lima, Behzad Vahedi, Nick Hughes, Andrew P. Barrett, Walter N. Meier, Morteza Karimzadeh

CoRR, 2023

Increasing the Spatial Coverage of Atmospheric Aerosol Depth Measurements using Random Forest and Mean Filters.

Zhongying Wang, Rafael Pires de Lima, James L. Crooks, Elizabeth Anne Regan, Morteza Karimzadeh

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type Segmentation.

Rafael Pires de Lima, Behzad Vahedi, Morteza Karimzadeh

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Learning on SAR Imagery: Transfer Learning Versus Randomly Initialized Weights.

Morteza Karimzadeh, Rafael Pires de Lima

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2020

Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis.

Rafael Pires de Lima, Kurt J. Marfurt

Remote. Sens., 2020

Petrographic microfacies classification with deep convolutional neural networks.

Rafael Pires de Lima, David Duarte, Charles D. Nicholson, Roger Slatt, Kurt J. Marfurt

Comput. Geosci., 2020