Year: 2020
Type: article
Abstract: Recent advancements in the area of facial recognition and verification introduced thepossibility of facial attendance for various use cases. In this paper we present a system namedas AttendXNet. Our method uses the ResNet and Multi-layer feed forward network to achievethe state of art results. Extensive analysis of various deep learning and machine learningtechniques is described. Face anti-spoofing is a major challenge in facial attendance.Extended-MobileNet is used to resolve the same issue. We also introduced the end to endpipeline to implement an attendance system for various use cases.
DOI: 10.34306/att.v2i2.86
Author: Ankur Singh Bist
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W3033470223