Deep learning for face anti-spoofing: A survey

Z Yu, Y Qin, X Li, C Zhao, Z Lei… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Face anti-spoofing (FAS) has lately attracted increasing attention due to its vital role in
securing face recognition systems from presentation attacks (PAs). As more and more …

Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging

B Ghanekar, SS Khan, P Sharma… - Proceedings of the …, 2024 - openaccess.thecvf.com
Passive compact single-shot 3D sensing is useful in many application areas such as
microscopy medical imaging surgical navigation and autonomous driving where form factor …

Recent Advancement in 3D Biometrics using Monocular Camera

A Mukherjee, A Das - 2023 IEEE International Joint Conference …, 2023 - ieeexplore.ieee.org
Recent literature has witnessed significant interest towards 3D biometrics employing
monocular vision for robust authentication methods. Motivated by this, in this work we seek …

Resolving Scale Ambiguity in Multi-view 3D Reconstruction Using Dual-Pixel Sensors

K Ashida, H Santo, F Okura, Y Matsushita - European Conference on …, 2024 - Springer
Multi-view 3D reconstruction, namely structure-from-motion and multi-view stereo, is an
essential component in 3D computer vision. In general, multi-view 3D reconstruction suffers …

Ifast: Weakly supervised interpretable face anti-spoofing from single-shot binocular nir images

J Huang, D Zhou, J Liu, L Shi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Single-shot face anti-spoofing (FAS) is a key technique for securing face recognition
systems, relying solely on static images as input. However, single-shot FAS remains a …

Learnable blur kernel for single-image defocus deblurring in the wild

J Zhai, P Zeng, C Ma, J Chen, Y Zhao - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Recent research showed that the dual-pixel sensor has made great progress in defocus
map estimation and image defocus deblurring. However, extracting real-time dual-pixel …

Continuous cost aggregation for dual-pixel disparity extraction

S Monin, S Katz, G Evangelidis - … International Conference on …, 2024 - ieeexplore.ieee.org
Recent works have shown that depth information can be obtained from Dual-Pixel (DP)
sensors. A DP arrangement provides two views in a single shot, thus resembling a stereo …

Exploring Depth Information for Face Manipulation Detection

H Wang, M Li, S Li, Z Qian, X Zhang - arXiv preprint arXiv:2212.14230, 2022 - arxiv.org
Face manipulation detection has been receiving a lot of attention for the reliability and
security of the face images. Recent studies focus on using auxiliary information or prior …

Learning to Synthesize Photorealistic Dual-pixel Images from RGBD frames

F Li, H Guo, H Santo, F Okura… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
As a special sensor that implicitly provides ordinal depth information, dual-pixel (DP)
appears to be beneficial for various tasks such as defocus deblurring and monocular depth …

Exploring Depth Information for Detecting Manipulated Face Videos

H Wang, S Li, J He, Z Qian, X Zhang, S Fan - arXiv preprint arXiv …, 2024 - arxiv.org
Face manipulation detection has been receiving a lot of attention for the reliability and
security of the face images/videos. Recent studies focus on using auxiliary information or …