Deepfake detection: A systematic literature review

MS Rana, MN Nobi, B Murali, AH Sung - IEEE access, 2022 - ieeexplore.ieee.org
Over the last few decades, rapid progress in AI, machine learning, and deep learning has
resulted in new techniques and various tools for manipulating multimedia. Though the …

Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward

M Masood, M Nawaz, KM Malik, A Javed, A Irtaza… - Applied …, 2023 - Springer
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …

Animate anyone: Consistent and controllable image-to-video synthesis for character animation

L Hu - Proceedings of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Character Animation aims to generating character videos from still images through driving
signals. Currently diffusion models have become the mainstream in visual generation …

Magicanimate: Temporally consistent human image animation using diffusion model

Z Xu, J Zhang, JH Liew, H Yan, JW Liu… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper studies the human image animation task which aims to generate a video of a
certain reference identity following a particular motion sequence. Existing animation works …

Gaussianavatars: Photorealistic head avatars with rigged 3d gaussians

S Qian, T Kirschstein, L Schoneveld… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce GaussianAvatars a new method to create photorealistic head avatars that are
fully controllable in terms of expression pose and viewpoint. The core idea is a dynamic 3D …

Conditional image-to-video generation with latent flow diffusion models

H Ni, C Shi, K Li, SX Huang… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Conditional image-to-video (cI2V) generation aims to synthesize a new plausible video
starting from an image (eg, a person's face) and a condition (eg, an action class label like …

Champ: Controllable and consistent human image animation with 3d parametric guidance

S Zhu, JL Chen, Z Dai, Z Dong, Y Xu, X Cao… - … on Computer Vision, 2024 - Springer
In this study, we introduce a methodology for human image animation by leveraging a 3D
human parametric model within a latent diffusion framework to enhance shape alignment …

Implicit identity driven deepfake face swap** detection

B Huang, Z Wang, J Yang, J Ai, Q Zou… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we consider the face swap** detection from the perspective of face identity.
Face swap** aims to replace the target face with the source face and generate the fake …

Follow your pose: Pose-guided text-to-video generation using pose-free videos

Y Ma, Y He, X Cun, X Wang, S Chen, X Li… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Generating text-editable and pose-controllable character videos have an imperious demand
in creating various digital human. Nevertheless, this task has been restricted by the absence …

Humannerf: Free-viewpoint rendering of moving people from monocular video

CY Weng, B Curless, PP Srinivasan… - Proceedings of the …, 2022 - openaccess.thecvf.com
We introduce a free-viewpoint rendering method--HumanNeRF--that works on a given
monocular video of a human performing complex body motions, eg a video from YouTube …