Smart Attendance Tracking and Performance Monitoring System Based on CCTV Camera Input
Rupam Sau, Anwesha Bandyopadhyay, Sourav Sarkar, Rohit Kumar Guha, Maitreyee Ganguly · 2022
Attendance through CCTV cameras based on face recognition technique is a standard and efficient approach used by various organizations at present. The main hitch of the system is that it can keep track of the attendance of an individual but cannot monitor the performance. A smart attendance and performance monitoring system without any human engagement is introduced here. The intelligence system is capable enough to visualize all the activity done by every individual in the building. The whole system is sub-divided into three levels, and three servers are designed to fulfill the purpose. Depending upon the analysis, if something is found unsatisfactory, then that information will be forwarded to the higher authority for taking action. DNN-based face detection and face encoding algorithms, along with Euclidean distance, Histogram of Oriented Gradients (HOG), and average hashing is used to establish the whole system.