Reframe Anything: LLM Agent for Open World Video Reframing

arXiv:2403.06070v1 Announce Type: new
Abstract: The proliferation of mobile devices and social media has revolutionized content dissemination, with short-form video becoming increasingly prevalent. This shift has introduced the challenge of video reframing to fit various screen aspect ratios, a process that highlights the most compelling parts of a video. Traditionally, video reframing is a manual, time-consuming task requiring professional expertise, which incurs high production costs. A potential solution is to adopt some machine learning models, such as video salient object …

abstract agent arxiv challenge cs.cv cs.hc devices form highlights llm media mobile mobile devices process shift social social media type video world