Reconhecimento de expressões faciais usando deep learning: uma análise comparativa sistemática em cenários de mundo real

This work presents a systematic investigation into the performance and robustness of deep learning architectures applied to Facial Expression Recognition (FER) in real-world scenarios. The central motivation lies in the importance of emotion recognition as a fundamental component of human-computer i