Face Anonymization
6 papers with code • 2 benchmarks • 3 datasets
LFW
FDF
FDH
Latest papers with no code
FIVA: Facial Image and Video Anonymization and Anonymization Defense
In this paper, we present a new approach for facial anonymization in images and videos, abbreviated as FIVA.
LDFA: Latent Diffusion Face Anonymization for Self-driving Applications
Therefore, datasets used to train perception models of ITS must contain a significant number of vulnerable road users.
Fantômas: Understanding Face Anonymization Reversibility
To mitigate this privacy risk, anonymizations employ transformations on clear images to obfuscate sensitive information, all while retaining some utility.
On Generating Identifiable Virtual Faces
Our virtual face images are visually different from the original ones for privacy protection.
Temporally coherent video anonymization through GAN inpainting
This work tackles the problem of temporally coherent face anonymization in natural video streams. We propose JaGAN, a two-stage system starting with detecting and masking out faces with black image patches in all individual frames of the video.
CFA-Net: Controllable Face Anonymization Network with Identity Representation Manipulation
We propose a Controllable Face Anonymization Network (CFA-Net), a novel approach that can anonymize the identity of given faces in images and videos, based on a generator that can disentangle face identity from other image contents.
IdentityDP: Differential Private Identification Protection for Face Images
We propose IdentityDP, a face anonymization framework that combines a data-driven deep neural network with a differential privacy (DP) mechanism.
Privacy-Protection Drone Patrol System based on Face Anonymization
These attractive advantages such as high-resolution cameras and mobility can be a double-edged sword, i. e., privacy infringement.
