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Advanced Coding Of Face Detection And Recognition With JavaScript

Posted on:2020-10-03Degree:MasterType:Thesis
Country:ChinaCandidate:Poese ToomataFull Text:PDF
GTID:2428330578468725Subject:Computer applications and technology
Abstract/Summary:PDF Full Text Request
Every single person has a unique face.Therefore,the face is one of the easiest ways to distinguish the individual identity of each other.Face recognition is a personal identification system that uses personal characteristics of a person to identify the person's identity.Human face recognition procedure basically consists of two phases,namely face detection,where this process takes place very rapidly in humans,except under conditions where the object is located at a short distance away,the next is the introduction,which recognize a face as individuals.Stage is then replicated and developed as a model for facial image recognition(face recognition)is one of the much-studied biometrics technologies and developed by experts.There are two kinds of methods that are currently popular in developed face recognition pattern namely,Eigenface method and Fisherface method.Facial image recognition Eigenface method is based on the reduction of face-dimensional space using Principal Component Analysis(PCA)for facial features.The main purpose of the use of PCA on face recognition using Eigen faces was formed(face space)by finding the eigenvector corresponding to the largest eigenvalue of the face image.The area of this project face detection system with face recognition is Image processing.The software requirements for this project are JavaScript,React,Node,NPM and Express.Through out this paper the main focus is with the JavaScript code.To use it's latest versions to create and build face detection and recognition application in a simplest and easiest way possible.Extension:There are vast number of applications from this face detection project,this project can be extended that the various parts in the face can be detect which are in various directions and shapes.
Keywords/Search Tags:JavaScript, react.js and node.js
PDF Full Text Request
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