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Multimedia Content Analysis, Management and Retrieval: Trends and Challenges

机译:多媒体内容分析,管理和检索:趋势与挑战

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摘要

Recent advances in computing, communications and storage technology have made multimedia data become prevalent. Multimedia has gained enormous potential in improving the processes in a wide range of fields, such as advertising and marketing, education and training, entertainment, medicine, surveillance, wearable computing, biometrics, and remote sensing. Rich content of multimedia data, built through the synergies of the information contained in different modalities, calls for new and innovative methods for modeling, processing, mining, organizing, and indexing of this data for effective and efficient searching, retrieval, delivery, management and sharing of multimedia content, as required by the applications in the abovementioned fields. The objective of this paper is to present our views on the trends that should be followed when developing such methods, to elaborate on the related research challenges, and to introduce the new conference, Multimedia Content Analysis, Management and Retrieval, as a premium venue for presenting and discussing these methods with the scientific community. Starting from 2006, the conference will be held annually as a part of the IS&T/SPIE Electronic Imaging event.
机译:计算,通信和存储技术的最新进展已使多媒体数据变得流行。多媒体在改善广告和营销,教育和培训,娱乐,医学,监视,可穿戴计算,生物识别和遥感等广泛领域的过程中具有巨大潜力。多媒体数据的丰富内容,是通过不同方式中包含的信息的协同作用而建立起来的,它要求对这种数据进行建模,处理,挖掘,组织和索引的新颖创新方法,以便有效,高效地进行搜索,检索,传递,管理和管理。如上述领域中的应用所要求的那样共享多媒体内容。本文的目的是提出我们对开发这种方法时应遵循的趋势的看法,阐述相关的研究挑战,并介绍新的会议多媒体内容分析,管理和检索作为高级会议的场所。与科学界介绍和讨论这些方法。从2006年开始,该会议将每年作为IS&T / SPIE电子成像活动的一部分举行。

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