Face recognition using total loss function on face database with ID photos

• Published in: Optics and laser technology Vol. 110; pp. 227 - 233
• Main Authors: Cui, Dongshun, Zhang, Guanghao, Hu, Kai, Han, Wei, Huang, Guang-Bin
• Format: Journal Article
• Language: English
• Published: Kidlington Elsevier Ltd 01.02.2019; Elsevier BV
• Subjects: Algorithms; Artificial neural networks; Face recognition; Face recognition benchmark; Facial recognition technology; Feature extraction; Human performance; ID photos; Image processing systems; Pattern recognition systems; Pictures; Real-life face recognition system; Total loss function; ID photos; Face recognition; Total loss function; Real-life face recognition system; Face recognition benchmark

•We collected a new face database (FDID) with ID photos for each subject.•We compared our new face database with the existing face databases.•We proposed a specified and novel face recognition method for our database.•The proposed algorithm was evaluated on our database and face video sequences. Wit...