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Video storyboards: summarising video sequences for indexing and searching of video databases

机译:视频情节提要:总结视频序列以对视频数据库进行索引和搜索

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Ongoing research into intelligent image databases continues to produce new and innovative techniques for the browsing and retrieval of digital images, but these techniques are generally not applicable to moving image (video) databases. Video sequences, by their very nature, contain a temporal element. This, coupled with the high volume of data needed to represent even small segments of video, makes many of the image database techniques impractical. We have developed a technique which eliminates the temporal content of video, and reduces the amount of data required for its representation, by automatically identifying and extracting key frames in a video sequence. The result is a 'storyboard' consisting of a number of video stills, each one chosen to best represent a shot in the video sequence, together with information about each shot, such as camera motion, start frame, duration, etc. The storyboard provides a pictorial index to the video sequence from which it is generated, and the task of locating a particular sequence in a video database is thus reduced to the task of locating one or more still images from a storyboard database. This can be achieved by image retrieval techniques such as query-by-image content (QBIC). In addition, the storyboard provides a summary of the video sequence, in which the semantic content is retained, but with far greater economy as regards the amount of data and time needed to represent it. Hence any 'hit' found by the database query can be presented to the user as a storyboard rather than the video sequence itself, allowing quick, low bandwidth browsing.
机译:对智能图像数据库的正在进行的研究继续产生用于浏览和检索数字图像的新的和创新的技术,但是这些技术通常不适用于运动图像(视频)数据库。视频序列就其本质而言,包含一个时间元素。这样,再加上代表一小段视频所需的大量数据,使许多图像数据库技术不切实际。我们已经开发出一种技术,该技术可以通过自动识别和提取视频序列中的关键帧来消除视频的时间内容,并减少其表示所需的数据量。结果是一个“故事板”,由许多视频静止图像组成,每个静止图像都被选择为最能代表视频序列中的一个镜头,以及有关每个镜头的信息,例如摄像机运动,开始帧,持续时间等。从中产生视频序列的图像索引,从而在视频数据库中定位特定序列的任务减少为从情节提要数据库中定位一个或多个静止图像的任务。这可以通过图像检索技术(例如,按图像查询的内容(QBIC))来实现。另外,情节提要提供了视频序列的摘要,其中保留了语义内容,但就表示它所需的数据量和时间而言,其经济性要高得多。因此,数据库查询找到的任何“匹配”都可以作为情节提要而不是视频序列本身显示给用户,从而可以进行快速,低带宽的浏览。

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