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Particle shape recognition by using digital holography

机译:通过数字全息术识别颗粒形状

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摘要

3D object recognition is now an increasing interest in the optical information processing. In this paper, a method of 3D particle shape recognition by using in-line digital holography and optical correlation techniques is presented. The complex amplitude distribution generated by particle field at any plane located in the Fresnel diffraction region is recorded directly by CCD. The original field is then reconstructed numerically by wavelet transform. The scale parameter of the wavelet family, a, is related to the distance between the particle hologram and the plane of observation. The whole information of particle field can be obtained by changing the value of a. Holographic information of the 3D reference object can also be gained by the same method, and act as complex filter. Correlation techniques are then applied to recognizing the particle shape, and experimental results are also given.
机译:3D物体识别现在对光学信息处理越来越感兴趣。本文提出了一种利用在线数字全息和光学相关技术进行3D颗粒形状识别的方法。 CCD直接记录由菲涅耳衍射区域内任何平面上的粒子场产生的复振幅分布。然后通过小波变换对原始场进行数值重建。小波族的比例参数a与粒子全息图和观察平面之间的距离有关。改变a的值可以获得粒子场的全部信息。 3D参考对象的全息信息也可以通过相同的方法获得,并且用作复杂的滤波器。然后将相关技术应用于颗粒形状的识别,并给出实验结果。

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