视频对象时空合成的拓扑定向模型

N. Pissinou, I. Radev, K. Makki, W. Campbell
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引用次数: 9

摘要

视频数据的一个关键特征是它们相关的空间和时间语义。因此,视频模型不仅要模拟对象的特征,还要模拟它们在时间和空间中的关系,这一点非常重要。鉴于此,我们的工作目的是设计一个模型来规范视频序列中对象之间的时空关系。该模型不仅描述给定视频场景中每一帧对象之间的空间关系,而且还根据两个时间间隔之间的关系描述每一帧空间关系的时间关系。然后,它对对象的时间组成进行建模,这反映了视频片段中后续帧以及整个视频序列中对象空间关系的演变。除了时空关系外,我们的模型还为数字视频中物体间距离的完整和精确表示提供了一种有效的表达方式。该模型是对原始视频进行标注的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A topological-directional model for the spatio-temporal composition of video objects
A key characteristic of video data is their associated spatial and temporal semantics. It is therefore important that a video model, does not only model the characteristics of objects but also their relationships in time and space. In view of this, the purpose of our work is to design a model for the specification of the spatio-temporal relationships among objects in video sequences. The model does not only describe the spatial relationships among objects for each frame in a given video scene, but also the temporal relations of the spatial relationships for each frame in terms of the relations between two temporal intervals. Subsequently it models the temporal composition of an object, which reflects the evolution of object spatial relationships over the subsequent frames in the video segment, as well as in the whole video sequence. In addition to the spatio-temporal relationships our model also provides an effective and expressive way for the complete and precise representation of distances among objects in digital video. This model is a basis for the annotation of raw video.
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