System for Beauty, Cosmetic, and Fashion Analysis

摘要

A system and method are provided to detect, analyze and digitally remove makeup from an image of a face. An autoencoder-based framework is provided to extract attractiveness-aware features to perform an assessment of facial beauty.

主权项

1. A system for analyzing an image of a human face for the presence of makeup, comprising:
one or more processors and memory, including a dataset comprising images of human faces, the images comprising facial images of multiple human subjects, and including multiple images associated with a single human subject showing steps of makeup application including a face with no makeup, a face with an intermediate stage of makeup application, and a face with a final makeup application; the one or more processors trained using the dataset to predict an image of a human face without makeup from an input image of a human face wearing makeup; machine-readable instructions stored in the memory, that upon execution by the one or more processors cause the system to carry out operations comprising: receiving from an input device an input image of a human face wearing makeup; detecting the presence of the makeup on the input image; decomposing the input image to remove the makeup from the input image by applying a mapping from makeup features to non-makeup features; and providing to an output device an output image of the human face with the makeup removed from the image.