基于诱导语义的商业视频检索

M. Caliani, C. Colombo, A. Bimbo, P. Pala
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引用次数: 16

摘要

视频信息的处理和检索是未来多媒体技术和应用面临的关键挑战。商业视频通过丰富而密集的色彩、剪辑效果、视点和节奏,编码了多个表达层面,共同利用,吸引潜在的购买者。本文将市场营销和符号学领域的研究成果转化为多媒体工程的视角,在感知层面确立了商业广告的视觉特征与向受众传播的具体信息之间的联系。这个链接允许我们定义更高级的语义特征,捕捉视频的主要叙事结构,并将它们嵌入到视频检索系统中,该系统支持访问基于四种不同符号学类别的商业广告数据库。
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Commercial video retrieval by induced semantics
Video information processing and retrieval is a key challenge for future multimedia technologies and applications. Commercial videos encode several planes of expression through a rich and dense use of colors, editing effects, viewpoints and rhythms, which are exploited together to attract potential purchasers. In this paper, previous research in the marketing and semiotics fields is translated into a multimedia engineering perspective, and a link is formalized between visual features of commercials at the perceptual level and the specific information that is being vehiculated to the audience. The link allows us to define higher level semantic features capturing the main narrative structures of the video, and embed them in a video retrieval system supporting access to a database of commercials based on four different semiotic categories.
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Selecting good keys for triangle-inequality-based pruning algorithms Viewpoint-invariant indexing for content-based image retrieval Image organization and retrieval using a flexible shape model Commercial video retrieval by induced semantics Video skimming and characterization through the combination of image and language understanding
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