AIRPORT SECURITY SCREENING SYSTEM BASED ON AI AND DEEP LEARNING AND METHOD THEREOF

摘要

According to an embodiment of the present invention, an airport security screening system based on artificial intelligence (AI) and deep learning comprises: an image acquisition unit to acquire a transmission image obtained by photographing baggage passing through a baggage screening point of an airport at one or more angles; an artificial intelligence server to detect a baggage area in the transmission image photographed at the one or more angles, then divide the detected baggage area into a plurality of image block units (patches), then generate a plurality of object groups by normalizing and clustering features of the image block units, use a deep learning algorithm to classify and subdivide the plurality of object groups into normal items and prohibited items, and re-verify and learn the subdivided prohibited items; and an image display unit to display a prohibited item in a boundary color corresponding to a type of the prohibited item if one or more among the detected articles are classified as the prohibited item.;COPYRIGHT KIPO 2020