METHOD AND APPARATUS FOR ESTIMATING HUMAN EMOTION BASED ON ADAPTIVE IMAGE RECOGNITION USING INCREMENTAL DEEP LEARNING

摘要

An adaptive image recognition-based emotion estimation apparatus using gradual deep learning learning according to an embodiment of the present invention includes: a face detection unit for detecting a face region of a person in an image including a person subject to emotion estimation; A body detection unit for detecting a person''s body region in an image including a person to be subjected to the emotion estimation; A facial expression recognition unit for recognizing a facial expression by using the detected image of the face region as an input; A behavior recognition unit for recognizing a person''s behavior by using the detected image of the body region as an input; And based on the recognized facial expressions and behaviors, including an emotion determination unit for judging a person''s sensibility, it is possible to quickly recover the reduced recognition rate according to changes in the environment with less effort, thereby recognizing the image robustly against the environment change You can do it, and gradually learn a person''s behavior and facial expressions with little data through a gradual deep learning method to accurately guess a person''s sensibility through a combination of the two results.