Rafael Pires de Lima

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Scene Classification

Convolutional Neural Networks

Transfer Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Rafael Pires de Lima, Behzad Vahedi, Morteza Karimzadeh
Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type Segmentation. IGARSS (2023)
Morteza Karimzadeh, Rafael Pires de Lima
Deep Learning on SAR Imagery: Transfer Learning Versus Randomly Initialized Weights. CoRR (2023)
Rafael Pires de Lima, Behzad Vahedi, Morteza Karimzadeh
Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type Segmentation. CoRR (2023)
Rafael Pires de Lima, Morteza Karimzadeh
Model Ensemble With Dropout for Uncertainty Estimation in Sea Ice Segmentation Using Sentinel-1 SAR. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Rafael Pires de Lima, Behzad Vahedi, Nick Hughes, Andrew P. Barrett, Walter Meier, Morteza Karimzadeh
Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions. CoRR (2023)
Zhongying Wang, Rafael Pires de Lima, James L. Crooks, Elizabeth Anne Regan, Morteza Karimzadeh
Increasing the Spatial Coverage of Atmospheric Aerosol Depth Measurements using Random Forest and Mean Filters. IGARSS (2023)
Morteza Karimzadeh, Rafael Pires de Lima
Deep Learning on SAR Imagery: Transfer Learning Versus Randomly Initialized Weights. IGARSS (2023)
Rafael Pires de Lima, David Duarte, Charles D. Nicholson, Roger Slatt, Kurt J. Marfurt
Petrographic microfacies classification with deep convolutional neural networks. Comput. Geosci. 142 (2020)
Rafael Pires de Lima, Kurt J. Marfurt
Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis. Remote. Sens. 12 (1) (2020)