Video Composition

Video composition research focuses on intelligently combining video elements—objects, effects, and text—to create visually appealing and coherent videos. Current efforts leverage diffusion models and large multimodal models to generate and manipulate video content, often incorporating techniques like attention mechanisms and multi-resolution processing for improved temporal consistency and detail preservation. This field is significant for advancing video editing and generation technologies, impacting applications ranging from professional video production to user-generated content creation and improving video quality assessment.