… face de-identification methods. We then describe a novel framework for the de-identification
of face … We show in experiments on a large expression-variant face database that the new …

… Using the de-identification function Φ, the image set P is mapped to the deidentified image
… of the deidentification function Φ in terms of privacy protection afforded by measuring face …

… We propose a method for face de-identification that enables fully automatic video modification
at high frame rates. The goal is to maximally decorrelate the identity, while having the …

… In Section 5 we will compare Evalf (fR,fD(P), G) for different face recognition functions fR
and face de-identification functions fD. k-anonymity provides a formal model of privacy …

… : face de-identification with privacy guarantees. We first consider a toy example: database
consist of 2 identities, both of which share a common attribute <Male>. In this case, modifying …

… Removing the identity information is often referred as de-identification. In this paper, we
propose a novel de-identification process that preserves the important clues on the face for …

… for face de-identification in still images and videos. Besides the solutions for face de-identification,
we also point to the open problems and challenges related to face deidentification, …

… FORMAL MODELS FOR FACE IMAGE DE-IDENTIFICATION In this section we describe
our proposed framework for image de-identification. We start by providing background …

… In order to achieve more effective face de-identification, we propose a face de-identification
method that combines deep learning identity-preserving face space and the k-anonymity …

… To provide a quantitative performance evaluation of the face de-identification, we adopt
the method of [15] to use face verification evaluation on the LFW dataset. Specifically, we …