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An Audio and Image-Based On-Demand Content Annotation Framework for Augmenting the Video Viewing Experience on Mobile Devices

机译:基于音频和图像的按需内容注释框架,用于增强移动设备上的视频观看体验

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摘要

The availability of annotated multimedia contents is a crucial requirement for a number of applications. In the context of education it could support the automatic summarization of recorded lessons or the retrieval of learning material. In the field of entertainment, it could serve to recommend audio and video resources based on user's attitudes. In this work, a framework supporting video viewing experience augmentation on mobile devices by means of image- and text-based annotations extracted on-demand from Wikipedia is presented. Speech recognition is exploited to periodically get text snaps from the audio track of the video currently displayed on the mobile device, while query-by-images is used to generate a text summary of extracted video frames. Keywords obtained are treated by semantic techniques to find named entities associated with the multimedia contents, which are then superimposed to the video and displayed to the user in a synchronized way. Promising results obtained with a prototype implementation showed the feasibility of the proposed solution, which could be possibly combined with other systems, e.g., Providing information about user's location, preferences, etc. To build up more sophisticated context-aware applications.
机译:注释的多媒体内容的可用性是许多应用程序的重要要求。在教育的背景下,它可以支持录制的课程的自动摘要或学习材料的检索。在娱乐领域,它可以基于用户的态度推荐音频和视频资源。在这项工作中,提出了一种支持视频在移动设备上增强的框架通过从维基百科提取的基于基于图像和基于文本的注释在移动设备上增强。利用语音识别以定期从当前在移动设备上显示的视频的音频跟踪获取文本捕捉,而逐图像用于生成提取的视频帧的文本摘要。获得的关键字通过语义技术处理,以找到与多媒体内容相关联的命名实体,然后将其叠加到视频并以同步方式显示给用户。使用原型实施获得的有希望的结果显示了所提出的解决方案的可行性,这可能与其他系统组合,例如,提供有关用户位置,偏好等的信息,以建立更复杂的上下文感知应用程序。

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