Face Recognition for Biometric Door Unlocking System
Author(s):
Anurag Sudhakar Lokhande , Dr.Babasaheb Ambedkar college of Engineering and research; Kanchan P. Akre, Dr.Babasaheb Ambedkar college of Engineering and research; Kajal R. Chaudhari, Dr.Babasaheb Ambedkar college of Engineering and research; Abhijeet V. Golliwar, Dr.Babasaheb Ambedkar college of Engineering and research; Sukeshini. P. Balwir, Dr.Babasaheb Ambedkar college of Engineering and research
Keywords:
Haar Feature, Raspberry Pi, Eigen Values, Cascade Classifier, Open CV
Abstract:
This paper describes the design and implementation of secure locking using raspberry pi 3 model B for door unlocking to provide essential security to our homes. The work starts with the introduction of face detection followed by detail study of Viola Jones Algorithm. For object detection we used Haar feature based cascade classifier which is an effective face detection method. For face recognition we used the technique of Eigen faces which was proposed by Sirovich and Kirby for efficiently representing pictures of faces using principal component analysis. Raspberry pi is used for signaling servo motor which controls door locking and unlocking.
Other Details:
| Manuscript Id | : | IJSTEV3I9189
|
| Published in | : | Volume : 3, Issue : 9
|
| Publication Date | : | 01/04/2017
|
| Page(s) | : | 549-552
|
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