Personal Verification System Using Thai ID Card and Face Photo for Cross-Age Face
Adulwit Chinapas, Pattarawit Polpinit, Kanda Runapongsa Saikaew · 2019
Nowadays, the main personal verification system uses the photo in Thai ID card. However, the card can be used up to nine year. Consequently, there could be difference between the face on ID card and the current face of the cardholder. This article demonstrates the use of ArcFace + Face aging with IPCGAN to solve the problem of cross-age face comparison. Based on the experimental results, the proposed algorithm outperforms other algorithms. Moreover, to automatically extract text information from the ID card, the developed system applies OCR of Google document text detection. It was found that Thai text information obtained from the proposed system yielded 93.97% accuracy, which is higher than others.