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
International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 5 Issue 1, November-December 2020 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD35848 | Volume – 5 | Issue – 1 | November-December 2020
Page 284
Utilizing Viola Jones with Haar Cascade Along with
Neural Networks for Face Detection and Recognition
Karan Arora1, Sarthak Arora2
1Department of Computer Science, Chitkara University, Rajpura, Punjab, India
2Department of IT, Maharaja Agrasen Institute of Technology, IPU, New Delhi, India
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.
Keywords: haar-features, Viola Jones, Image Analysis, face detection, feature
extraction, face edge detection
How to cite this paper: 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, pp.284-2