feature fusion
[ˈfiːtʃər ˈfjuːʒən]
nounpl: feature fusions
fusão de características
1. A machine learning and computer vision technique that combines multiple feature representations or data sources into a single unified representation for improved model performance
The researchers used feature fusion to combine visual and textual data for better image classification.
Os pesquisadores usaram fusão de características para combinar dados visuais e textuais para melhor classificação de imagens.
2. The process of merging information from different feature extractors or layers in neural networks to enhance pattern recognition
Feature fusion at multiple scales improved the object detection accuracy significantly.
A fusão de características em múltiplas escalas melhorou significativamente a precisão da detecção de objetos.
Feature fusion is a specialized term primarily used in artificial intelligence, machine learning, and computer vision communities. It is domain-specific technical vocabulary used by researchers and engineers in both Brazil and the United States, with minimal regional variation. The term is typically used in academic papers, technical documentation, and professional software development contexts.
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