论文标题
视频图：在潜在空间中支持视频编辑探索，集思广益和原型
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space
论文作者
论文摘要
视频编辑是一项创造性且复杂的努力，我们认为有可能重新构想新的视频编辑界面，以更好地支持视频编辑的创造性和探索性质。我们从潜在空间探索工具中汲取灵感，这些工具可帮助用户在复杂数据集中找到模式和连接。我们提出了VideoMap，这是一种概念验证视频编辑界面，该视频编辑界面在投影到潜在空间上的视频框架上运行。我们通过以地图启发的导航元件来支持直观的导航，并通过可交换镜头促进在不同的潜在空间之间过渡。我们构建了三个视频图组件，以支持三个常见的视频任务中的编辑器。在与专业人士和非专业人士的用户研究中，编辑们发现，视频图有助于减少咕unt的工作，提供用户友好的体验，提供一种鼓舞人心的编辑方式，并有效地支持视频编辑的探索性质。我们通过实施三个扩展应用程序来进一步证明VideoMap的多功能性。有关交互式示例，我们邀请您访问我们的项目页面：https：//humanvideointeraction.github.io/videomap。
Video editing is a creative and complex endeavor and we believe that there is potential for reimagining a new video editing interface to better support the creative and exploratory nature of video editing. We take inspiration from latent space exploration tools that help users find patterns and connections within complex datasets. We present VideoMap, a proof-of-concept video editing interface that operates on video frames projected onto a latent space. We support intuitive navigation through map-inspired navigational elements and facilitate transitioning between different latent spaces through swappable lenses. We built three VideoMap components to support editors in three common video tasks. In a user study with both professionals and non-professionals, editors found that VideoMap helps reduce grunt work, offers a user-friendly experience, provides an inspirational way of editing, and effectively supports the exploratory nature of video editing. We further demonstrate the versatility of VideoMap by implementing three extended applications. For interactive examples, we invite you to visit our project page: https://humanvideointeraction.github.io/videomap.
