Vision transformers as SOTA models for lithological classification of Brazilian pre-salt rocks

This paper addresses the classification of pre-salt rock lithology using vision transformers, focusing on evaluating the learning and generalization capabilities of state-of-the-art pre-trained models under conditions of limited data and significant class imbalance. Our research investigates the per...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Mateus Roder, Clayton R. Pereira, João Paulo Papa, Altanir Flores de Mello Junior, Marcelo Fagundes de Rezende, Yaro Moisés Parizek Silva, Alexandre Vidal
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Elsevier 2025-12-01
Σειρά:	Applied Computing and Geosciences
Θέματα:	Vision transformer Petrographic analysis Thin section Brazilian pre-salt rocks
Διαθέσιμο Online:	http://www.sciencedirect.com/science/article/pii/S2590197425000837
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