An Approach to the De-Identification of Faces in Different Poses (CROSBI ID 611672)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Samaržija, Branko ; Ribarić, Slobodan
engleski
An Approach to the De-Identification of Faces in Different Poses
Publicly captured surveillance videos and images serve as a rich source of biometric identifiers. Of these, the face is the one with most frequently used for the identification of people. In order to protect person's identity, whenever it is not absolutely required, the face should be de-identified. One of the problems that any naturalness-preserving face de-identification method should address is the variation in the face pose. In this paper we build several active appearance face models on the database of face images and then use them to detect face pose as well as a gallery of faces that is than used for the de-identification. The results can be seen as the first step to face de-identification in video.
face de-identification; active appearance models; pose variation; identity concealment
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Podaci o prilogu
21-26.
2014.
objavljeno
Podaci o matičnoj publikaciji
BiForD - Special Session on Biometrics, Forensics, De-identification and Privacy Protection
Ribarić, Slobodan
Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
978-953-233-079-3
1847-3938
Podaci o skupu
BiForD - International Conference on Biometrics, Forensics, De-identification and Privacy Protection
predavanje
29.05.2014-30.05.2014
Opatija, Hrvatska