The present disclosure provides systems and methods for virtual facial makeup
simulation through virtual makeup removal and virtual makeup add-ons, virtual end effects and simulated textures. In one aspect, the present disclosure provides a method for virtually removing facial makeup, the method comprising providing a facial image of a user with makeups being applied thereto, locating facial landmarks from the facial image of the user in one or more regions, decomposing some regions into first channels which are fed to
histogram matching to obtain a first image without makeup in that region and transferring other regions into color channels which are fed into
histogram matching under different lighting conditions to obtain a second image without makeup in that region, and combining the images to form a
resultant image with makeups removed in the facial regions. The disclosure also provides systems and methods for virtually generating output effects on an input image having a face, for creating dynamic texturing to a lip region of a facial image, for a virtual eye makeup add-on that may include multiple
layers, a makeup recommendation
system based on a trained neural
network model, a method for providing a virtual makeup tutorial, a method for fast facial detection and
landmark tracking which may also reduce
lag associated with fast movement and to reduce shaking from lack of movement, a method of adjusting brightness and of calibrating a color and a method for advanced
landmark location and
feature detection using a
Gaussian mixture model.