A system of video information capture, indexing and retrieval for interpreting human activity

H. Wactlar, Michael G. Christel, Alexander Hauptmann, S. Stevens, Ashok Bharucha
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引用次数: 10

Abstract

This system creates a manageable information resource that enables more complete and accurate interpretation, assessment and diagnosis of human behavior in constrained physical spaces. Through activity and environmental monitoring, a continuous, voluminous audio and video record is captured. Through work in information extraction, behavior analysis and synthesis, this record is transformed into an information asset whose efficient, secure presentation empowers specialists with greater insights into problems, effectiveness of treatments, and determination of environmental and social influences. Application environments range from nursery schools to nursing homes. The foundation for this work, the informedia digital video library (H.D. Wactlar et al., 1999), has demonstrated the successful integration of speech, image, and natural language processing in automatically creating an indexed, searchable multimedia information resource for broadcast-quality video, upon which this system builds.
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用于解释人类活动的视频信息捕获、索引和检索系统
该系统创建了一个可管理的信息资源,能够更完整、更准确地解释、评估和诊断受限物理空间中的人类行为。通过活动和环境监测,可以捕获连续的、大量的音频和视频记录。通过信息提取、行为分析和综合工作,这些记录被转化为一种信息资产,其高效、安全的呈现方式使专家能够更深入地了解问题、治疗的有效性以及确定环境和社会影响。应用环境范围从幼儿园到养老院。这项工作的基础是informmedia数字视频库(H.D. Wactlar et al., 1999),它展示了语音、图像和自然语言处理的成功集成,可以自动为广播质量的视频创建一个索引的、可搜索的多媒体信息资源,并以此为基础构建该系统。
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