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Una nueva estrategia de redes neuronales mult Módulo para el reconocimiento de emociones humanas en la interacción

Khalid Zaman1,2,3,4, Ammad Ul Islam5, Gan Zengkang6

  • 1School of Software, Northwestern Polytechnical University, Xi'an Shaanxi, 710129, China.

Scientific reports
|March 1, 2026
PubMed
Resumen

Este estudio presenta una nueva arquitectura de Redes Neuronales Mult Módulo (MMNNs) para el reconocimiento de emociones humanas (HER), logrando una alta precisión mediante la integración de múltiples modelos de aprendizaje profundo y aprendizaje de transferencia. El innovador DEtection TRansformer (DETR) mejora significativamente la eficiencia del reconocimiento facial.

Palabras clave:
Conjunto de datos hecho a medida (CMD)DEtection TRansformer (DETR)Interacción Humano-Computadora (HCI)Interacción Humano-Robot (HRI)Redes Neuronales Mult Módulo (MMNNs)

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