AI-Assisted Content Creation of Naked-Eye 3D Effects on Curved LED Screen: Enhancing Artistic Expression and Creativity
Yeming Li, Junrong Song, David Kei Man Yip · 2024
This research investigates the application of AI technology to assist in creating naked-eye 3D effects on curved LED screen. The focus is on achieving more controlled and artistic visual presentation. It includes several case studies to validate the effectiveness of different approaches. Firstly, the feasibility of using AI for direct video style transfer will be verified through a comparison between original videos and stylized videos. Secondly, exploring diffusion model to use spatial depth information for layer adjustment and precise control with a particular focus on creating visual content optimized for naked-eye 3D effects. Finally, explore advanced style and motion control using ComfyUI to design a pipeline to enhance artistic creativity and provide practical methods for artists. We hope the results of this study will have practical implications that improve artistic practice, provide efficient solutions for commercial applications, and inform similar visual production endeavors.