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Detection of Three Dimensional Objects Based on Phase Encoded Range Images

机译:基于相位编码范围图像检测三维对象

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摘要

The problem of three-dimensional (3-D) object recognition is addressed. Range images permit the description of 3-D surfaces with a significant reduction of the complexity of the processing. The encoding of range images as phase gives a simple and straightforward method for parallel processing of these images. In this contribution we propose the use of range images encoded as phase to deal with the detection of three dimensional objects. The use of Fourier transform profilometry can serve for real time optical implementation of correlators based on this encoding, using a joint transform correlator or a VanderLugt one. The extension to scale and in-plane rotation invariant detection is discussed and implemented in a simple optoelectronic system. Furthermore, a method for full 3-D rotation invariant detection is presented. A simplified approach allowing only rotation around an axis perpendicular point of view permits the implementation with a conventional correlator.
机译:解决了三维(3-D)对象识别的问题。范围图像允许对3-D表面的描述具有显着降低处理的复杂性。范围图像作为相位的编码给出了用于这些图像的并行处理的简单和简单的方法。在这一贡献中,我们提出使用编码为阶段的范围图像来处理三维物体的检测。使用傅立叶变换轮廓测量法可以用于基于该编码的相关器的实时光学实现,使用关节变换相关器或vanderLugt一个。在简单的光电系统中讨论并实现了缩放和面内旋转不变检测的延伸。此外,提出了一种全3-D旋转不变检测的方法。简化方法仅围绕轴垂直的视角围绕旋转允许使用传统的相关器实现。

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