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ReFace achieves the highest reported accuracy for pain assessment from facial videos by leveraging spatial reorganization, challenging the conventional approach of treating the face as a single entity.
Classical feature engineering outperforms deep learning in pain localization, revealing critical insights into physiological signal interpretation.
