Smart Entrance System Using Computer Vision at Corporate Environment
Shafqat Khan, Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Mohaiminul Alam · 2019
In this paper, a system has been proposed that can be used to a corporate office to log in their employees. Under this system, process involves, face detection using Viola-Jones Algorithm. The alignment of the face is corrected if there has seen any tortuous neck of an employee by applying Kazemi algorithm. The filtering process is being used to account for the fact that male employees might have different mustache and beard on their face on different days. So filtering is added to the picture to detect how he may look if they have mustache or beard. As a result, the risk of a faulty detection regardless of different facial appearance is minimized. These pictures are then added to database. The face is recognized by using Eignefaces which is easier and quicker in computing an employee under smart entrance system. Under conventional system, it is known that corporate employees get entrance by card punching which is sometimes seen to be fraudulent. But with the innovation and enactment of smart entrance system, which evolves face recognition, these illegitimate tasks can be restrained.