Preset Emotional Experience: Adaptive Detection and Complexity Interpretation of Implicit Order in Facial Emotion Recognition Calculations

This paper explores the phenomenon of religious instigation in cave statues and dynamic perceptual participation in the field of art and design. By applying the 4E cognitive theory, we study the role of embodiment, embedding, extension and activity in the perceptual process. With the help of artistic practice, we further explore the application of dynamic thinking in expression recognition algorithms and demonstrate the effectiveness and stability of the algorithms through case verification. The study found that perception is dynamic and unstable, limited by current cognition, and involves analysis of directional behavior and predictive levels. This study not only enriches the theoretical foundation of related fields, but also provides new ideas and directions for the future research on cave statues and the development of expression recognition technology.