A Comparative Review of Deep Learning Architectures for Emotion Recognition with Experimental Validation in Clinical Behavioral Monitoring
—Deep learning has significantly advanced emotion recognition across visual, physiological, and multimodal data. Nevertheless, selecting appropriate architectures for real-world deployment remains challenging due to variations in dataset characteristics, computational constraints, and application requirements. This pap...