Real Time Access Control using Face Recognition

Real-time face recognition using eigenfaces

Real-Time Face Recognition Using Feature Combination

We present an experimental setup for real-time face identification in a cluttered scene. Color images of people are recorded with a static camera. A rough face detection is performed, and the resulting images are stored in a database. At a future time, a person standing in front of the camera (although against a different background) is identified, if their image was present in the database. In...

Access control: adaptation and real time implantation of a face recognition method

In this paper, an improvement of a face recognition method is proposed. The goal is to develop an easy to use access control software, allowing Personal Computer or building access control with minimal constraints for the users. This approach requires a high-speed classification method (about eight images/sec), and a high global recognition rate. We obtain good results using a method derived fr...

A Face Recognition System for Access Control using Video

The objective of this work is to recognize faces using video sequences both for training and novel input, in a realistic, unconstrained setup in which lighting, pose and user motion pattern have a wide variability and face images are of low resolution. There are three major areas of novelty: (i) illumination generalization is achieved by combining coarse histogram correction with fine illuminat...

A real time automatic access control system based on face and eye corners detection, face recognition and speaker identification

We have recently developed a real time automatic access control system using both face and voice identification. We show that combining these two modalities achieves high recognition accuracy, especially in difficult recognition scenarios. Our system also supports online training of the user models, i.e, a person who has not been registered in the database can be added on the spot in real time....