João Paulo Papa

Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers

2021

Deep learning (DL) has been the primary approach used in various computer vision tasks due to its relevant results achieved on many tasks. However, on real-world scenarios with partially or no labeled data, DL methods …

Lithological Classification of Brazilian Pre-salt Rocks with GLCM Features and Machine Learning

2024

Summary Lithological classification represents a method applied to discern and interpret unique rock structures, offering crucial insights into their petrophysical, morphological, textural, and geological characteristics. This process holds particular significance in the carbonate sedimentary rocks …