Local multi-head channel self-attention for facial expression recognition

R Pecoraro, V Basile, V Bono - Information, 2022 - mdpi.com
Since the Transformer architecture was introduced in 2017, there has been many attempts to
bring the self-attention paradigm in the field of computer vision. In this paper, we propose …

Pig face recognition based on trapezoid normalized pixel difference feature and trimmed mean attention mechanism

S Xu, Q He, S Tao, H Chen, Y Chai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Pig face recognition has a wide range of applications in breeding farms, including precision
feeding and disease surveillance. This article proposes a method to guarantee its …

Exploiting enhanced and robust RGB-D face representation via progressive multi-modal learning

Y Zhu, J Gao, T Wu, Q Liu, X Zhou - Pattern Recognition Letters, 2023 - Elsevier
Existing RGB-based 2D face recognition approaches are sensitive to facial variations,
posture, occlusions, and illumination. Current depth-based methods have been proved to …

LMFNet: A lightweight multiscale fusion network with hierarchical structure for low-quality 3-D face recognition

P Zhao, Y Ming, X Meng, H Yu - IEEE Transactions on Human …, 2022 - ieeexplore.ieee.org
Three-dimensional (3-D) face recognition (FR) can improve the usability and user-
friendliness of human–machine interaction. In general, 3-D FR can be divided into high …

Depth as attention to learn image representations for visual localization, using monocular images

D Hettiarachchi, Y Tian, H Yu, S Kamijo - Journal of Visual Communication …, 2024 - Elsevier
Image retrieval algorithms are widely used in visual localization tasks. In visual localization,
we can benefit from retrieving the images depicting same landmark taken from a pose …

Confidence-Aware RGB-D Face Recognition via Virtual Depth Synthesis

Z Chen, M Wang, W Deng, H Shi… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract 2D face recognition encounters challenges in unconstrained environments due to
varying illumination occlusion and pose. Recent studies focus on RGB-D face recognition to …

Privacy-preserving remote heart rate estimation from facial videos

D Gupta, A Etemad - … on Systems, Man, and Cybernetics (SMC), 2023 - ieeexplore.ieee.org
Remote Photoplethysmography (rPPG) is the process of estimating PPG from facial videos.
While this approach benefits from contactless interaction, it is reliant on videos of faces …

High-accuracy RGB-D face recognition via segmentation-aware face depth estimation and mask-guided attention network

MT Chiu, HY Cheng, CY Wang… - 2021 16th IEEE …, 2021 - ieeexplore.ieee.org
Deep learning approaches have achieved highly accurate face recognition by training the
models with very large face image datasets. Unlike the availability of large 2D face image …

Autonomous recognition and positioning of shield segments based on red, green, blue and depth information

X Chen, L Wang, J Cai, F Liu, H Yang, Y Zhu - Automation in Construction, 2023 - Elsevier
Automatic shield segment assembly can reduce intensive labour and increase tunnel boring
efficiency. However, insufficient lighting and multi-interference environments significantly …

[HTML][HTML] DSNet: Dual-stream multi-scale fusion network for low-quality 3D face recognition

P Zhao, Y Ming, N Hu, B Lyu, J Zhou - AIP Advances, 2023 - pubs.aip.org
3D face recognition (FR) has become increasingly widespread due to the illumination
invariance and pose robustness of 3D face data. Most existing 3D FR methods can only …