Intelligent Sensor for Image Control point of Eigenface for face Recognition
Sensors for Image control point in Face recognition (FR) is one of the most active research areas in computer vision and pattern recognition. Its practical application includes forensic identification, access control and human computer interface. The research aimed at comparing an input face image against a database containing a set of face samples with known identity and identifying the subject to which the input face belongs .To attain these objectives, we have used several images combined by image registration to improve eigenface recognition. Sensor detection by head orientation for image control point of the training sets collected in a database is also discussed. The methodological approach used to analyze eigenface focused on three fundamental points; Generating Eigenfaces, Classification and Identification using Image processing toolbox to perform the matrix cakulations. The results obtained showed that the performance of the proposed technique proved to be less affected by registration errors and the quality of image was successfully.
component Sensor Database Identification Face Recognition Eigenface Spatial Transformation
Mohamed Lamine Toure Zou Beiji
School of Information Science and Engineering Central South University Changsha 410083, Hunan, China
国际会议
2010 2nd International Conference on Signal Processing System(2010年信号处理系统国际会议 ICSPS 2010)
大连
英文
1609-1614
2010-07-05（万方平台首次上网日期，不代表论文的发表时间）