Digital Forensics and Internet of Things

1Face Recognition–Based Surveillance System: A New Paradigm for Criminal Profiling

Payal Singh, Sneha Gupta, Vipul Gupta, Piyush Kuchhal and Arpit Jain*

Electrical and Electronics Engineering Department, UPES, Dehradun, India

Abstract

Security is the most important aspect in any spheres. We have to ensure these technologies evolve along with the advancement of various technology in the field of machine vision and artificial intelligence. The system of facial detection has become a topic of interest. It is widely used for human identification due to its capabilities that give accurate results. It is majorly used for security purposes. This manuscript provides method of face detection and its applications. Using this method, locking system will be designed to ensure safety and security in all types of places. Surveillance systems help in close observation and looking for improper behavior. Then, it performs actions on the data that has been provides to it.

Keywords: Face recognition, python, Raspberry Pi, deep learning, locking system, image processing, eigen faces, fisher faces

1.1 Introduction

Face detection is the method which is pre-owned to identify or verify an individual’s identity using their face. There can also be image, video, audio, or audio-visual element given to the system. Generally, the data is used to access a system or service. This can be performed in two variations depending on its application. First is when the facial recognition system is taking the ...