New opportunities for intelligent film production:an overview of multimodal technology development at CVPR 2024
In order to explore new opportunities for intelligent film production,this paper provides an in-depth analysis of cutting-edge multimodal technological achievements from the CVPR 2024 conference.Specifically,this paper focuses on the study of visual,textual,and audio modalities and the major applications of multimodal technologies in the field of film production:video generation,video editing,and trailer editing;video description generation and video content interpreta-tion;and sound and picture synchronization,sound effect generation,and video music generation.The study shows that the integration of the film production process with the application of multimodal technologies will not only greatly improve the production efficiency,but also significantly enhance the artistic expression.Finally,this paper summarizes the current challenges faced by multimodal technologies and looks forward to the development direction of related technologies in fu-ture film production.
Artificial IntelligenceFilm ProductionMultimodal TechnologyLarge Language ModelComputer Vision
万方数据
维普
