Applied Mathematics and Nonlinear Sciences, Год журнала: 2024, Номер 9(1)

Опубликована: Янв. 1, 2024

Abstract Augmented reality (AR) technology has rapidly advanced across various domains, propelled by its robust interactive immersion and the seamless integration of real virtual environments. However, exploration deployment in theatrical contexts remain limited. This study leverages Kinect system to capture images during costume performances, employing algorithms for dynamic frame difference merging human-computer interaction detect performers’ body movements. Building on this, constructs a visually innovative stage performances that enhances experience audience. Additionally, multimodal emotion analysis model is utilized assess audience emotions, demonstrating significantly higher accuracy F1 scores compared other models. effectively integrates speech, expression, action, surpassing performance unimodal analyses recognition. Furthermore, audience's experiential perception lighting effects notably exceeds expectations (P=0.013 < 0.05), underscoring an enhanced experience. research substantiates transformative potential AR design, offering audiences more visual experience, serves as valuable reference future applications this field.

Язык: Английский