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An exhaustive study on data mining techniques in mining of Multimedia database

机译:多媒体数据库挖掘中数据挖掘技术的详尽研究

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摘要

Multimedia database can be define as a collection of storage and retrieval systems, in which large amount of media objects are created, modified, searched and retrieved, where as Multimedia is the combination of text, image, graphics, animations, audio and video. The extension of database application to handle multimedia objects requires synchronization of multiple media data streams. Multimedia data mining refers to the extraction of implicit knowledge, data relationships, or other patterns which are not stored in multimedia files explicitly. The system's overall performance in retrieval can be increase by indexing and classification of multimedia data with efficient information fusion of the different modalities is mandatory. Apart from text retrieval, the current waves in web searching and multimedia data retrieval are the search for and delivery of 3D scenes, images, music and video. The content-based multimedia information retrieval provides new techniques and methods for searching various multimedia databases over the world.
机译:多媒体数据库可以定义为存储和检索系统的集合,其中创建,修改,搜索和检索大量的媒体对象,其中多媒体是文本,图像,图形,动画,音频和视频的组合。扩展数据库应用程序以处理多媒体对象需要同步多个媒体数据流。多媒体数据挖掘是指隐式知识,数据关系或其他未明确存储在多媒体文件中的模式的提取。可以通过对多媒体数据进行索引和分类来提高系统在检索中的整体性能,并且必须对不同形式进行有效的信息融合。除文本检索外,网络搜索和多媒体数据检索中的潮流是3D场景,图像,音乐和视频的搜索和传递。基于内容的多媒体信息检索提供了用于搜索世界各地各种多媒体数据库的新技术和方法。

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