2018-19

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Development of Algorithm for Facial Recognition
(2019-07-05T11:50:28Z) Anupam M, Hiremath; Joel, George; Vishnu, V M
The objective of this project is to implement the LBPH algorithm of the facial recognition technology for the security purpose of door locking/unlocking in home automation. To develop the LBPH algorithm we use OpenCV an open source software which is widely used for facial recognition. This is the major and the toughest part of the project as we feed our facial data, slice the images and train the algorithm for a large number of iterations in different lighting conditions as it must be in a perfect condition to recognize our faces. This is critical because if this algorithm does not recognize the users face then it fails main the purpose of this project. To demonstrate the usage of this program for security purpose in home automation we have made a miniature model of a room with a door. Behind this door we have attached a servo motor which is used to open the door. With an input signal from the computer after the face is recognized the door will be opened. With a certain elapsed time it will close the door. To achieve this we have use Arduino Uno micro-controller and Arduino IDE to code the microcontroller.