ARCHIVES
Implementation of Security Management System Using Face Recognition
¹²³⁴ Department of Computer Science And Engineering, Acopolis Institute of Technology and Research, Indore, M.P., India.
Published Online: November-December 2022
Pages: 158-162
Cite this article
No DOI
Abstract
View PDFAbstract: A face recognition system is one of the biometric information processes, its applicability is easier and working range is larger than others, i.e.; fingerprint, iris scanning, signature, etc. A face recognition system is designed, implemented and tested at Atılım University, Mechatronics Engineering Department. The system uses a combination of techniques in two topics; face detection and recognition. The face detection is performed on live acquired images without any application field in mind. Processes utilized in the system are white balance correction, skin like region segmentation, facial feature extraction and face image extraction on a face candidate. Then a face classification method that uses Feed Forward NeuralNetwork is integrated in the system. The system is tested with a database generated in the laboratory with 26 people. The tested system has acceptable performance to recognize faces within intended limits. System is also capable of detecting and recognizing multiple faces in live acquired images
Related Articles
2022
FARMERS AGRICULTURAL PORTAL
2022
Sentiment Analysis of Religious Tweets
2022
Enhancement of beam strength by using bamboo as reinforcement in place of steel bars
2022
A Review on Anomaly Detection using PYOD Package
2022
Traffic Rule Violation Detection system
2022
Design and Testing of an Electronic Control System for a Pure Electric Vehicle's Battery Management System
2022
Design of an Android Based Chat Application
2022
Study of Runge-Kutta Method of Higher Orders and its Applications
2022
BRAIN TUMOUR IDENTIFICATION USING VGG-16
2022
Design and Analysis of Manual Seed Sowing Machine

