Face Anonymization

6 papers with code • 2 benchmarks • 4 datasets

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Most implemented papers

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

hukkelas/DeepPrivacy 10 Sep 2019

Our model is based on a conditional generative adversarial network, generating images considering the original pose and image background.

CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks

dvl-tum/ciagan CVPR 2020

In many real-world scenarios like people tracking or action recognition, it is important to be able to process the data while taking careful consideration in protecting people's identity.

DeepPrivacy2: Towards Realistic Full-Body Anonymization

hukkelas/deep_privacy2 17 Nov 2022

Generative Adversarial Networks (GANs) are widely adapted for anonymization of human figures.

GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions

hcmlab/ganonymization 3 May 2023

The effectiveness of the approach was assessed by evaluating its performance in removing identifiable facial attributes to increase the anonymity of the given individual face.

Does Image Anonymization Impact Computer Vision Training?

hukkelas/deep_privacy2 8 Jun 2023

Furthermore, we find that realistic anonymization can mitigate this decrease in performance, where our experiments reflect a minimal performance drop for face anonymization.

DisguisOR: Holistic Face Anonymization for the Operating Room

wngtn/disguisor 26 Jul 2023

Methods: RGB and depth images from multiple cameras are fused into a 3D point cloud representation of the scene.