Apparatus extracting three-dimensional location of object using optical scanning holography and convolutional neural network and method thereof

摘要

The present invention relates to an apparatus and method for extracting a 3D position of an object using optical scanning holography and a convolutional neural network. According to the present invention, in a method for extracting a 3D position in an apparatus for extracting a 3D position of an object using optical scanning holography and a convolutional neural network, the method comprising: acquiring hologram data of an object using the optical scanning holography; Including the step of extracting the depth position and the horizontal position of the object by inputting the obtained hologram data into a pre-learned CNN neural network, and providing a three-dimensional position of the object using the extracted depth and horizontal position It provides a method for extracting the three-dimensional position of an object. According to the present invention, it is possible to provide a three-dimensional position by extracting a depth and a horizontal position of an object from holographic data of an object using optical scanning holography and a convolutional neural network.