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Optical pattern recognition with a binary phase-only filter for image tracking

机译:具有仅相位的二进制滤波器的光学图案识别,用于图像跟踪

摘要

The use of binary phase information results in a degradation of performance due to the coarseness of the quantisation of the phase data. Furthermore, binary data results in two correlation peaks being formed in the output plane of the Fourier Transforming lens.Since it is often required to track a spot on a moving sought object present in the scene. It is convenient to make this spot the centre of the reference image (used to create the reference pattern) for each scale/orientation of the reference object sought. In this case when the spot on the reference object is in the centre of the input plane, the output correlation peak is at the centre of the output plane. Thus, in the tracking process the objective is to keep the correlation peak at the centre of the output plane when the desired region of the scene object is always centrally aligned with a tracking device (e.g. a camera or drill). In the case of the pattern recognition system of the present invention employing binary phase SLMs, this has the added advantage that in these circumstances the output peak has full intensity, the two symmetrical peaks discussed above merging into one strong central peak. This fact can be used as an aid to reference object identification and tracking and exploits the fact that the output peak is not split when the location of the scene reference object matches that of the reference perfectly. Of course, implicit in this statement is the fact that the reference object is identified in the processor.
机译:由于相位数据量化的粗糙性,二进制相位信息的使用导致性能下降。此外,二进制数据导致在傅立叶变换透镜的输出平面中形成两个相关峰。由于通常需要跟踪场景中存在的移动寻找对象上的点。对于要搜索的参考对象的每个比例/方向,使该点成为参考图像的中心(用于创建参考图案)非常方便。在这种情况下,当参考对象上的光斑位于输入平面的中心时,输出相关峰位于输出平面的中心。因此,在跟踪过程中,目的是当场景对象的期望区域始终与跟踪设备(例如照相机或钻头)始终对准时,将相关峰保持在输出平面的中心。在使用二进制相位SLM的本发明的模式识别系统的情况下,这具有附加的优点,在这些情况下,输出峰具有全强度,上面讨论的两个对称峰合并为一个强中心峰。该事实可以用作参考对象识别和跟踪的辅助工具,并利用以下事实:当场景参考对象的位置与参考位置完全匹配时,输出峰不会分裂。当然,该语句中隐含的事实是在处理器中标识了参考对象。

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