An Intelligent Dress Uniform Identification System

Abstract

Security is a major issue all over the world which requires object recognition based on real-time parameters. Detection and recognition of an object from a real-time video irrespective of their geometry, scale, and the view is pretty difficult. It becomes much more critical and essential when dealing with sophisticated areas such as schools, hospitals etc.. In this work, we introduced and developed an Intelligent Dress Uniform Identification System (IDUIS). The IDUIS performs object classification based on the uniform dress using artificial intelligent and high-performance computing system in a real environment. The IDUIS targets scale invariant features of the object and apply different machine learning approaches for classifications of the dress.