E-Pro: Euler Angle and Probabilistic Model for Face Detection and Recognition

11/28/2020
by   Sandesh Ramesh, et al.
0

It is human nature to give prime importance to facial appearances. Often, to look good is to feel good. Also, facial features are unique to every individual on this planet, which means it is a source of vital information. This work proposes a framework named E-Pro for the detection and recognition of faces by taking facial images as inputs. E-Pro has its potential application in various domains, namely attendance, surveillance, crowd monitoring, biometric-based authentication etc. E-Pro is developed here as a mobile application that aims to aid lecturers to mark attendance in a classroom by detecting and recognizing the faces of students from a picture clicked through the app. E-Pro has been developed using Google Firebase Face Recognition APIs, which uses Euler Angles, and Probabilistic Model. E-Pro has been tested on stock images and the experimental results are promising.

READ FULL TEXT
research
10/09/2020

Real Time Face Recognition Using Convoluted Neural Networks

Face Recognition is one of the process of identifying people using their...
research
11/30/2020

REaL: Real-time Face Detection and Recognition Using Euclidean Space and Likelihood Estimation

Detecting and recognizing faces accurately has always been a challenge. ...
research
04/12/2010

Maximized Posteriori Attributes Selection from Facial Salient Landmarks for Face Recognition

This paper presents a robust and dynamic face recognition technique base...
research
04/11/2019

Learning to Take Good Pictures of People with a Robot Photographer

We present a robotic system capable of navigating autonomously by follow...
research
06/13/2018

Finding your Lookalike: Measuring Face Similarity Rather than Face Identity

Face images are one of the main areas of focus for computer vision, rece...
research
07/05/2018

Reflection Analysis for Face Morphing Attack Detection

A facial morph is a synthetically created image of a face that looks sim...
research
06/19/2021

Neural Network Facial Authentication for Public Electric Vehicle Charging Station

This study is to investigate and compare the facial recognition accuracy...

Please sign up or login with your details

Forgot password? Click here to reset