Implementation of Facial Expression Recognition System for Selecting Fashion Item Based on Like and Dislike Expression
Lutfiyatul Fatjriyati Anas, Nana Ramadijanti, Achmad Basuki · 2018
Facial expression is a change of face in response to a stimulus either in the form of external stimuli such as circumstances surrounding or internal stimuli include personal emotional states. A person's facial expression can reveal a person's judgment of something he or she faces, one of which is when one sees a fashion item image. This study was developed to find out what opinion or assessment of a person to a picture, especially fashion images through the expression of a person's face taken when looking at a fashion picture. Facial expressions that are processed will produce expressions of like or dislike. This facial express recognition system is built using the Facial Landmark to get the expression feature. Then the value of the feature is normalized using min-max. Finally, facial expressions are classified with k-Nearest Neighbor. The results of this system show which fashion images are liked by someone.