Personalized film creation enabled by intelligent generation: from script generation to adaptive viewing experience

Abstract

With the progress of artificial intelligence technology, the intelligent generation technology of movies is changing all aspects of movies. This paper reviews the current application and development trend of artificial intelligence in the film industry, focusing on the exploration of personalized innovation in the whole process of the film industry from script to viewing. In the creation of scripts, the use of natural language processing and in-depth learning technology allows artificial intelligence to automatically write according to the desired theme style or user preferences, which can greatly improve the production speed of scripts. In the production stage, GAN's visual generation method is used to create more different ways of scene design, character modeling, etc. The most noteworthy is the emergence of adaptive viewing system, which adjusts the plot direction, shooting techniques, and even the tonality of music in real time according to the heartbeat and skin changes when people watch the film. At present, the main problems in the known research are that the quality of creativity is difficult to control, the copyright is not clear, involving ethics and other aspects. The future development direction is the creation of human-computer integration, more precise emotional computing, and the establishment of relevant industry standards. Intelligent generation technology has undoubtedly brought a new direction of development for film creation, in such a process for the audience, but also to improve the interaction between him and the work, this change will bring some more profound impact on the entire film and television industry.