Utilizing Viola Jones with Haar Cascade Along with Neural Networks for Face Detection and Recognition
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 5, Issue 1
Abstract
Viola– Jones object detection frameworkintroduced in 2001 by Dr. Paul Viola and Dr. Michael Jones is an object detection framework which can be trained for detecting a variety of object classes .It is primarily used for the problem of face detection.In most video recording or surveillance systems it became impossible for human beings to retrieve large image datasets and analyze them for potential results. Now a days accurate facial recognition has a great impact in our ecosystem be it face unlock or face recognition in cameras for auto adjust. Implemented in two stages our proposed methodology will first utilize one of the widely accepted methods to detect faces i.e. viola Jones which utilizes Haar Classifiers and in the second stage we will recognise the face using Principal Component Analysis PCA and Feed Forward Neural Network. Bio ID Face Database is used as a training database. Test is conducted on webcam video and image snapshots. Karan Arora | Sarthak Arora "Utilizing Viola Jones with Haar Cascade Along with Neural Networks for Face Detection and Recognition" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-1 , December 2020, URL: https://www.ijtsrd.com/papers/ijtsrd35848.pdf Paper URL : https://www.ijtsrd.com/engineering/computer-engineering/35848/utilizing-viola-jones-with-haar-cascade-along-with-neural-networks-for-face-detection-and-recognition/karan-arora
Authors and Affiliations
Karan Arora | Sarthak Arora
Keywords
Related Articles
- EP ID EP692193
- DOI -
- Views 114
- Downloads 0
Investigating Social Media Role in Crisis Communication Case of Hoatiti News Reporting of the Covid 19 Pandemic in Lesotho
Social media has the capacity to inform, educate, entertain and confuse citizens simultaneously because of its deep imbeddedness within communities. This is because social media is readily available to most community mem...
Design and Working of Pedal Operated Flour Mill
Due to industrial development, use of natural fuel is increasing continuously that's why there is need of alternating source of senergy. Eg Human energy. To reduce use of natural fuel we can use bicycle technology to run...
On the Problem of Preserving the Ecological Purity of the Language in the Linguocreative Media Space
The article attempts to analyze the problem of the ecology of language within the framework of a new direction of linguistic thought. Ibrokhimova Mokhinurkhon Ahrorkhon Kizi "On the Problem of Preserving the Ecological P...
Runoff Prediction of Gharni River Catchment of Maharashtra by Regressional Analysis and Ann Tool Box
The present study deals with the prediction of runoff of a river catchment of maharastra by using linear regressional analysis and self organizing maps by handling numerical data. The prediction is done by using past dat...
Cultural Beliefs of Female Circumcision (nkim) and Personality Development in the Ejagham Ethnic Group of Cameroon
The objective of this study is to investigate how the cultural beliefs of female circumcision Nkim in the Ejagham ethnic group of Cameroon influence the personality of Ejagham women who have undergone female circumcision...