Appearance-based gaze estimation with deep learning: A review and benchmark

Y Cheng, H Wang, Y Bao, F Lu - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …

Revisiting pixel-wise supervision for face anti-spoofing

Z Yu, X Li, J Shi, Z **a, G Zhao - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Face anti-spoofing (FAS) plays a vital role in securing face recognition systems from the
presentation attacks (PAs). As more and more realistic PAs with novel types spring up, it is …

Emoca: Emotion driven monocular face capture and animation

R Daněček, MJ Black, T Bolkart - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
As 3D facial avatars become more widely used for communication, it is critical that they
faithfully convey emotion. Unfortunately, the best recent methods that regress parametric 3D …

High-fidelity gan inversion for image attribute editing

T Wang, Y Zhang, Y Fan, J Wang… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present a novel high-fidelity generative adversarial network (GAN) inversion framework
that enables attribute editing with image-specific details well-preserved (eg, background …

Panohead: Geometry-aware 3d full-head synthesis in 360deg

S An, H Xu, Y Shi, G Song… - Proceedings of the …, 2023 - openaccess.thecvf.com
Synthesis and reconstruction of 3D human head has gained increasing interests in
computer vision and computer graphics recently. Existing state-of-the-art 3D generative …

Learning an animatable detailed 3D face model from in-the-wild images

Y Feng, H Feng, MJ Black, T Bolkart - ACM Transactions on Graphics …, 2021 - dl.acm.org
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …

Rignerf: Fully controllable neural 3d portraits

SR Athar, Z Xu, K Sunkavalli… - Proceedings of the …, 2022 - openaccess.thecvf.com
Volumetric neural rendering methods, such as neural ra-diance fields (NeRFs), have
enabled photo-realistic novel view synthesis. However, in their standard form, NeRFs do not …

Eamm: One-shot emotional talking face via audio-based emotion-aware motion model

X Ji, H Zhou, K Wang, Q Wu, W Wu, F Xu… - ACM SIGGRAPH 2022 …, 2022 - dl.acm.org
Although significant progress has been made to audio-driven talking face generation,
existing methods either neglect facial emotion or cannot be applied to arbitrary subjects. In …

Towards metrical reconstruction of human faces

W Zielonka, T Bolkart, J Thies - European conference on computer vision, 2022 - Springer
Face reconstruction and tracking is a building block of numerous applications in AR/VR,
human-machine interaction, as well as medical applications. Most of these applications rely …

3d face reconstruction with dense landmarks

E Wood, T Baltrušaitis, C Hewitt, M Johnson… - … on Computer Vision, 2022 - Springer
Landmarks often play a key role in face analysis, but many aspects of identity or expression
cannot be represented by sparse landmarks alone. Thus, in order to reconstruct faces more …