Identification of Identical Twins Using Face Recognition
Kanchan Patil, Sachin Bojewar · 2015
Face recognition is a method used to identify or verify the person based on digital image from unique face humans. The biometrics and face recognition is based an individual and unique person identification. This process fully based on compare the image with other person image for identification. This is the one of the way to do the comparison by selected facial features from the image and a facial database. It is typically used in security systems and can be compared to other biometrics such as fingerprint or eye iris recognition systems. But due to the above method the main difficult problem is to identify twins. To overcome this problem we can use different facial recognition algorithms. In facial recognition algorithms should be able to identify the similar-looking individuals or able to separate the identical twins using face recognition with accuracy classification. The extracted features were classified using SVM classifier. The input person is first detected to be twins or not based on classification method. If the persons were identified to be twins then they were identified to be same person or different. This classification is done using kNN classifier. If the persons were identified to be twins then the persons were identified separately. The performance of the process is measured.