Advanced Face Recognition-Based Attendance Management Systems: A Comprehensive Review

Face recognition–based attendance systems have emerged as an efficient and contactless alternative to conventional attendance mechanisms. With advancements in computer vision and deep learning, such systems provide improved accuracy, scalability, and automation. This review paper presents an overview of an Advanced Face Attendance System, discussing its core modules, technologies used, implementation methodology, challenges, and future scope. The study synthesizes findings from recent research works to highlight the effectiveness and limitations of facial recognition attendance systems in real-world applications.