Profile Identification through Face Recognition

V. Akhil; G. Sai Preetham | P. Sai Poojitha; Mr. B. Ravinder Reddy

Title:
Profile Identification through Face Recognition

Authors:
Mr. B. Ravinder Reddy | V. Akhil | G. Sai Preetham | P. Sai Poojitha
DOI:
https://doi.org/10.31142/ijtsrd23439

Cite This Article :

Mr. B. Ravinder Reddy | V. Akhil | G. Sai Preetham | P. Sai Poojitha "Profile Identification through Face Recognition" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3, April 2019, pp.1482-1483, URL: https://www.ijtsrd.com/papers/ijtsrd23439.pdf

Download

Abstract :
This project is Profile identification through facial recognition system using machine learning, based on K-neighbors algorithm. The K-neighbours algorithm has high detection rate and fast processing time. Once the face is detected, feature extraction on the face is performed using histogram of oriented gradients which essentially stores the edges of the face as well as the directionality of those edges. Histogram of oriented gradients is an effective form of feature extraction due its high performance in normalizing local contrast. Lastly, training and classification of the facial databases is done where each unique face in the facial database is a class. We attempt to use this facial recognition system on two sets of databases and will analyse the results and then provide the profile of an individual which is written in the Data base created in Firebase.

Keywords :
-

Publication Details:

Unique Identification Number : IJTSRD23439

Published In : Volume-3 | Issue-3, April 2019

Page Number(s) : 1482-1483

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

About IJTSRD
Indexing

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.