利用虚拟三维深层神经网络的影像分析装置及方法

• Format: Patent
• Language: Chinese
• Published: 01.08.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

公开了一种利用虚拟三维深层神经网络的影像分析装置及方法。影像分析装置包括：影像获取部，按预先设定的顺序堆叠多个二维影像数据；三维影像生成部，基于对来自影像获取部的堆叠形态的多个二维影像数据的不同形态的多个信息，生成多个三维数据；以及深度学习算法分析部，对来自三维影像生成部的多个三维数据分别适用二维卷积神经网络，合并针对多个三维数据的二维卷积神经网络的适用结果。 Disclosed are an apparatus and a method for image analysis using a virtual three-dimensional deep neural network. The apparatus for image analysis comprises: an image acquisition unit for stacking a plurality of two-dimensional image data in a predetermined order; a three-dimensional image generation unit for generating a plurality of three-dimensional data on the basis of different types of multiple items of information for the plurality of two-dimensional image data in a stacked form from the image acquisition unit; and a deep learning algorithm analysis unit for applying a two-dimensional convolutional neural network to each of the plurality of three-dimensional data from the three-dimensional image generation unit, and combining results of applying the two-dimensional convolutional neural network to the plurality of three-dime