A computing device obtains a source image depicting a facial region having one or more makeup effects. The computing device performs facial alignment and defines a plurality of source regions having the one or more makeup effects, the source regions corresponding to facial features in the source image. The computing device extracts attributes of the one or more makeup effects for each source region and identifies a closest matching feature template for each source region based on the attributes. The computing device obtains a digital image of a facial region of a user. The computing device performs facial alignment and identifies a plurality of target regions corresponding to the plurality of source regions. The computing device applies a matching feature template of a corresponding source region to each of the target regions.