Face recognition method and system based on big data and computer readable storage medium

• Main Authors: ZHENG YAYUN, MA XIANGYU, JIANG XINYUE, LI YUSHI, SHUAI KUN, ZAN YUEPENG
• Format: Patent
• Language: Chinese; English
• Published: 17.11.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; PHYSICS

The invention discloses a big data-based face recognition method and system and a computer readable storage medium, and the method comprises the steps: carrying out the analysis of a scene of unsuccessfully matched data through the utilization of the unsuccessfully matched data, and carrying out the analysis of the scene of the unsuccessfully matched data; through application of the Gaussian background model, an image without a foreground, namely an image without a face image, is obtained, and the image contains rich environment information, such as over-strong illumination, over-weak illumination, rainy days, foggy days and other scenes which are difficult to recognize successfully. An image without a foreground is fused with a face image in a successfully recognized image to obtain a more real image data set which is not successfully recognized, and the data set is added into a training set of a deep learning model for model training, so that compared with an existing simple data enhancement mode, the metho