This paper is published in Volume-4, Issue-3, 2018
Area
IoT
Author
Supritha J Mannapur, Sanjay Raj, Sharath Kumar, Kiran B
Org/Univ
School of Engineering and Technology Jain University (SET JU), Bengaluru, Karnataka, India
Pub. Date
05 June, 2018
Paper ID
V4I3-1746
Publisher
Keywords
Viola jones, Opencv, RANSAC, Database image, Google cloud messaging

Citationsacebook

IEEE
Supritha J Mannapur, Sanjay Raj, Sharath Kumar, Kiran B. IoT based home security through image processing algorithms, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Supritha J Mannapur, Sanjay Raj, Sharath Kumar, Kiran B (2018). IoT based home security through image processing algorithms. International Journal of Advance Research, Ideas and Innovations in Technology, 4(3) www.IJARIIT.com.

MLA
Supritha J Mannapur, Sanjay Raj, Sharath Kumar, Kiran B. "IoT based home security through image processing algorithms." International Journal of Advance Research, Ideas and Innovations in Technology 4.3 (2018). www.IJARIIT.com.

Abstract

Most doors are controlled by persons with the use of keys, security cards, password or pattern to open the door. The aim of this paper is to help users for improvement of the door security of sensitive locations by using face detection and recognition. The face is a complex multidimensional structure and needs good computing techniques for detection and recognition. This paper is comprised mainly of three subsystems: namely face detection, face recognition and automatic door access control. Face detection is the process of detecting the region of the face in an image. Viola jones method is used for face detection in ‘opencv’ technique and face recognition is employed by using the RANSAC (RANdom SAmple Consensus). Face Recognition based on RANSAC. If a face is recognized i.e., present in the database, it is known, and else is unknown. The door automatically opens for the known person by matching with known database image. On another side, for an unknown person, the image will be sent through Google Cloud Messaging to the owner’s Android app and based on owner command the door will be open or closed. Although many preliminary images are used, probabilistic efficiency cannot be decreased predominantly. Therefore, face recognition using OpenCV using Android can be more useful for door security system than any other face recognition techniques.