Deepfake generation and detection: A benchmark and survey

G Pei, J Zhang, M Hu, Z Zhang, C Wang, Y Wu… - arXiv preprint arXiv …, 2024 - arxiv.org
Deepfake is a technology dedicated to creating highly realistic facial images and videos
under specific conditions, which has significant application potential in fields such as …

Face swapping with adaptive exploration-fusion mechanism and dual en-decoding tactic

G Lan, S Xiao, J Yang, J Wen, W Lu, X Gao - Expert Systems with …, 2024 - Elsevier
Face swapping represents a formidable challenge—it involves a technique that can
seamlessly transplant the identity traits from a source figure into the target figure while …

Maskrenderer: 3D-infused multi-mask realistic face reenactment

T Behrouzi, A Shahroudnejad, P Mousavi - Pattern Recognition, 2025 - Elsevier
We present a novel end-to-end identity-agnostic face reenactment system, MaskRenderer,
that can generate realistic, high fidelity frames in real-time. Although recent face …

VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence

P Tran, E Zakharov, LN Ho, L Hu, A Karmanov… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce VOODOO XP: a 3D-aware one-shot head reenactment method that can
generate highly expressive facial expressions from any input driver video and a single 2D …

Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations

D Liu, Z Wang, C Peng, N Wang, R Hu… - arXiv preprint arXiv …, 2024 - arxiv.org
Due to the successful development of deep image generation technology, forgery detection
plays a more important role in social and economic security. Racial bias has not been …

Talking-head video generation with long short-term contextual semantics

Z Jing, H Bie, J Wang, Z Bie, J Li, J Ren, Y Zhi - Applied Intelligence, 2025 - Springer
One-shot talking-head video generation involves a face-appearance source image and a
series of motions extracted from driving frames to produce a coherent video. Most existing …