Face Recognition System Using Face Detection
Author’s Name : Anupam Pathak | Mr.Himanshu Pundir
Volume 07 Issue 01 Year 2020 ISSN No: 2349-3828 Page no: 08-12
Abstract:
The face is probably the most straightforward approaches to separate the individual character of one another. Face acknowledgment is an individual distinguishing proof framework that utilizes individual attributes of an individual to recognize the individual’s character. Human face acknowledgment technique essentially comprises of two stages, to be specific face discovery, where this procedure happens quickly in people, with the exception of under conditions where the item is situated at a short separation away, the following is the presentation, which perceive a face as people. Stage is then duplicated and created as a model for facial picture acknowledgment (face acknowledgment) is one of the much-considered biometrics innovation and created by specialists.
There are three strategies for Face acknowledgment : Eigenfaces , Fisherfaces and Local Binary Patterns Histograms (LBPH). Each of three referenced strategies utilizes preparing set in an unexpected way. Eigenfaces and Fisherfaces discover a numerical depiction of generally predominant highlights of preparing set all in all. LBPH investigations each face in the preparation set independently what’s more, autonomously.
Keywords:
Face recognition, Face detection, Computer vision, Histograms, Robustness, Biometrics, Feature Extraction.
References:
- Face Detection and Tracking using OpenCV,By:S.V.VIRAKTAMATH , MUKUND KATTI, ADITYA KHATAWKAR,PAVAN KULKARNI Volume 4, Issue 3
- Face Detection and Recognition using OpenCV, Article, http://shervinemami.info/faceRecognitio n.html, Published by Shervin Emami, 2010.
- S. Manjunath, R. Chellappa, and C. von der Malsburg, ―A Feature based approach to face recognition,‖ Proc. IEEE CS Conf. Computer Vision and Pattern Recognition, pp. 373-378,1992
- Seeing with OpenCV, Article, http://www.cognotics.com/opencv/servo _2007_series/part_1/index.html, Published by Robin Hewitt, 2010
- Computer Vision Papers, http://www.cvpapers.com
- Shervin Emami, Rotating or Resizing an Image in OpenCV, http://shervinemami.info/imageTransfor ms.html