Depth information restoration of face image by machine learning

Abstract

Recently, the opportunity to combine and process several types of data in the image processing field has increased. In this research, we introduce machine learning by neural network as a method to associate information in different sensors and integrate multiple sensor data. We learn the relationship between the gray scale information and the depth information by machine learning, and thereafter, the depth information is restored from only the gray scale information based on the learning data.