Existing facial recognition systems struggle with scalability and data scarcity, requiring extensive retraining for new users and failing under variable lighting/angles.
Djeddar Afrah +3 more
doaj +1 more source
Face Authentication Using Yolov8 and Facenet
The key aim behind this is to formulate a smart user Face Authentication System, that uses State-Of The Art Deep Learning methods to achieve secure, real time, contact less user authentication. There are many types of traditional authentication methodologies such as passwords which are prone to attacks and there is a need to choose a secured method ...
openaire +1 more source
AI-Powered UAV-Patrolling Drone For Real-Time Unauthorized Person Detection
In the modern era, the integrity and safety of secure environments have become critically important. To address these challenges, an AI-powered UAV-patrolling drone system for real-time unauthorized person detection has been proposed.
Khurram Iqbal +5 more
doaj +1 more source
Development of a Facenet Enhanced Secured Smart Office System
A secured smart office system is the one that is capable of recognizing and granting access to authorized persons only and manage the office appliances autonomously. The goals are access control, security and automation. Over the years, several studies have been carried out to meet these needs using RFID cards, access codes and biometrics resulting in ...
Odeyemi C. S., Olaniyan O. M.
openaire +1 more source
IMPLEMENTASI METODE DEEP CONVOLUTIONAL NEURAL NETWORK (CNN) MODEL FACENET SEBAGAI PENCARIAN WAJAH UNTUK REVERSE IMAGE SEARCH [PDF]
This study discusses the implementation of the Deep Convolutional Neural Network (CNN) method using the FaceNet model as a facial search function for a reverse image search system. The main motivation behind this research is the increasing need for fast,
Rachmansyah, Muhammad Rayhan
core
Efficient Secure Multi-Party Computation for Multi-Dimensional Arithmetics and Its Applications
Over years of development in secure multi-party computation (MPC), many sophisticated functionalities have been made practical, and multi-dimensional operations occur more and more frequently in MPC protocols, especially in protocols involving datasets ...
Dongyu Wu +3 more
doaj +1 more source
In today’s era, facial recognition is common in every aspect of life whether in smartphones, security, attendance management, healthcare, and law enforcement.
Muhammad Shafiq +3 more
doaj +1 more source
A Comparative Analysis of FaceNet, VGGFace, and GhostFaceNets Face Recognition Algorithms For Potential Criminal Suspect Identification [PDF]
The escalating concerns surrounding criminal activities underscore the imperative for bolstered security measures to safeguard public welfare. Despite concerted efforts, the identification of suspects remains fraught with limitations, hindering the ...
Muhammad Indra Ardiawan +1 more
core +1 more source
Adaptive deep learning based on FaceNet convolutional neural network for facial expression recognition [PDF]
Facial recognition technology has become increasingly crucial in various applications, from personal identification, security, and human-care. Facial recognition has numerous practical applications, ranging from assessing mental health and well-being ...
Cahyo, Nur Ryan Dwi +4 more
core +1 more source
IMPLEMENTATION OF FACE RECOGNITION ATTENDANCE SYSTEM FOR PT. SUMBER KURNIA ALAM WITH MTCNN AND FACENET ALGORITHM [PDF]
Attendance taking is an essential and recurring task in many organizations. Traditionally, ttendance is recorded manually using pen and paper, which can be time-consuming, prone to erros, and inefficient.
Santosa, Yonathan Purbo, The, Victor
core +1 more source

