基于MPEG-7的十几维数字内容体系结构语义图像检索服务

Pei-Jeng Kuo, T. Aoki, H. Yasuda
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引用次数: 11

摘要

近年来个人数字多媒体内容的迅速膨胀,需要一个系统的索引、分类和浏览界面来管理这些庞大的数据。为了解决这个关键问题,MPEG-7标准被提出,目的是允许对多媒体内容进行有效的搜索、索引、过滤和访问。我们提出了一个基于MPEG-7的多媒体内容描述工具,该工具对多媒体数据的语义表示用12个主要属性进行标注。这12个属性包括谁、什么、何时、何地、为什么和如何(5W1H)制作数字内容的答案,以及各自的方向、距离和持续时间(3D)信息。我们将嵌入上述语义属性的图像、视频和音乐等数字多媒体内容定义为十几维数字内容(DDDC)。DDDC的建立将在语义层面为多媒体内容管理应用程序提供一种可互操作的方法。我们还设想了与DDDC属性相关联的新算法,用于未来基于语义的内容检索。
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MPEG-7 based dozen dimensional digital content architecture for semantic image retrieval services
The rapid expansion of personal digital multimedia content in recent years requires a systematic indexing, categorizing and browsing interface to manage these enormous data. To tackle this crucial problem, the MPEG-7 standard was initiated with the intention to allow for efficient searching, indexing, filtering and accessing of multimedia content. We propose a MPEG-7 based multimedia content description tool which annotates multimedia data with twelve main attributes regarding its semantic representation. The twelve attributes include answers of who, what, when, where, why and how (5W1H) the digital content was produced as well as the respective direction, distance and duration (3D) information. We define digital multimedia contents including image, video and music embedded with the proposed semantic attributes as dozen dimensional digital content (DDDC). The establishment of DDDC would provide an interoperatable methodology for multimedia content management applications at semantic level. We also envision novel algorithms associate with DDDC attributes for semantic based content retrieval in the future.
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