A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming
CoRR(2024)
Abstract
This paper offers an insightful examination of how currently top-trending AI
technologies, i.e., generative artificial intelligence (Generative AI) and
large language models (LLMs), are reshaping the field of video technology,
including video generation, understanding, and streaming. It highlights the
innovative use of these technologies in producing highly realistic videos, a
significant leap in bridging the gap between real-world dynamics and digital
creation. The study also delves into the advanced capabilities of LLMs in video
understanding, demonstrating their effectiveness in extracting meaningful
information from visual content, thereby enhancing our interaction with videos.
In the realm of video streaming, the paper discusses how LLMs contribute to
more efficient and user-centric streaming experiences, adapting content
delivery to individual viewer preferences. This comprehensive review navigates
through the current achievements, ongoing challenges, and future possibilities
of applying Generative AI and LLMs to video-related tasks, underscoring the
immense potential these technologies hold for advancing the field of video
technology related to multimedia, networking, and AI communities.
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