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Video retrieval of near-duplicates using κ-nearest neighbor retrieval of spatio-temporal descriptors
This paper describes a novel methodology for implementing video search functions such as retrieval of near-duplicate videos and recognition of actions in surveillance video. Videos are divided into half-second clips whose stacked frames produce 3D space-time volumes of pixels. Pixel regions with consistent color and motion properties are extracted from these 3D volumes by a threshold-free hierarchical space-time segmentation technique. Each region is then described by a high-dimensional point whose components represent the position, orientation and, when possible, color of the region. In the indexing phase for a video database, these points are assigned labels that specify their video clip of origin. All the labeled points for all the clips are stored into a single binary tree for efficient -nearest neighbor retrieval. The retrieval phase uses video segments as queries. Half-second clips of these queries are again segmented by space-time segmentation to produce sets of points, and for each point the labels of its nearest neighbors are retrieved. The labels that receive the largest numbers of votes correspond to the database clips that are the most similar to the query video segment. We illustrate this approach for video indexing and retrieval and for action recognition. First, we describe retrieval experiments for dynamic logos, and for video queries that differ from the indexed broadcasts by the addition of large overlays. Then we describe experiments in which office actions (such as pulling and closing drawers, taking and storing items, picking up and putting down a phone) are recognized. Color information is ignored to insure independence of action recognition to people's appearance. One of the distinct advantages of using this approach for action recognition is that there is no need for detection or recognition of body parts. 相似文献
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Indexing and segmenting of video content by motion, color and texture has been intensively explored leading to a commonly used representation in a storyboard. In this paper, a novel method of visualization of video content is proposed. First of all, the content is segmented into shots, and then a spatio-temporal color signature of shots, based on color distribution in the frames, is proposed. This spatio-temporal color signature serves as a basis for graph clustering and graph visualization tools. Those, integrated in a platform for visualization of huge graphs, Tulip, supply an exciting graph-based navigation interface for multimedia content. The results obtained on feature documentaries are promising.
相似文献
Jenny Benois-PineauEmail: |
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学习对象已成为国际上流行的学习资源组织形式。使用元数据描述的数字化学习资源可方便实现管理和复用,提高资源管理的效率。本研究重点讨论学习对象的概念及其显著特征,以及设计策略,如聚合度和组合问题,最后探讨资源库开发过程中涉及到的几个问题,如技术上的具体实现方式,并给出层次结构模型。 相似文献
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In this paper we use the first Hu moment invariant to define a new ellipticity measure. The new ellipticity measure ranges over the interval and picks the value 1 if and only if the measured shape is an ellipse. The measure is invariant with respect to translation, rotation and scaling transformations. It is straightforward and fast to compute. 相似文献
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