METHOD AND APPARATUS FOR REMOVING SPECTACLES IN HUMAN FACE IMAGE

摘要

A method and apparatus for removing spectacles in a human face image, used for solving the problem in the prior art that after removing the spectacles from an image of a human face wearing spectacles, a pixel value of a point where the spectacles are located is 0, and human face information is lost. The method for removing spectacles in a human face image comprises: obtaining an image to be detected (S101); extracting facial features of a human face from the image to be detected by means of a first convolutional layer of a deep convolutional neural network model (S102); determining eye area features in the facial features of the human face by means of a second convolutional layer of the deep convolutional neural network model, and filtering spectacles area features in the eye area features (S103); correcting the filtered facial features of the human face by means of a first deconvolutional layer of the deep convolutional neural network model (S104); generating, by means of a second deconvolutional layer of the deep convolutional neural network model, facial features of the human face corresponding to the spectacles area in the corrected facial features of the human face to obtain a human face image with the spectacles removed (S105).