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Optical flow from 1D correlation: Application to a simple time-to-crash detector

机译:来自1D相关的光学流量:应用于简单的时间到崩溃检测器

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The authors show that a new technique exploiting 1-D correlation of 2-D or even 1-D patches between successive frames may be sufficient to compute a satisfactory estimation of the optical flow field. The algorithm is well-suited to VLSI implementation. The sparse measurements provided by the technique can be used to compute qualitative properties of the flow for a number of different visual tasks. In particular, a method is described to combine the 1-D correlation technique with a scheme for detecting expansion or rotation (T. Poggio et al., 1991) in a simple algorithm which also suggests interesting biological implications. The algorithm provides a rough estimate of time-to-crash. It was tested on real image sequences. Its performance is discussed and the results are compared to previous approaches.
机译:作者表明,利用连续帧之间的2-D或甚至1-D贴片的新技术可以足以计算光流场的令人满意的估计。该算法非常适合于VLSI实现。该技术提供的稀疏测量可用于计算流程的定性属性,以获得许多不同的视觉任务。特别地,描述了一种方法来将1-D相关技术与用于检测扩展或旋转(T.Poggio等,1991)的方案,该方案也以简单的算法在旨在提出有趣的生物学意义。该算法提供了对崩溃时间的粗略估计。它在真实的图像序列上进行了测试。讨论其性能并将结果与​​先前的方法进行比较。

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