Star loss: Reducing semantic ambiguity in facial landmark detection

Z Zhou, H Li, H Liu, N Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recently, deep learning-based facial landmark detection has achieved significant
improvement. However, the semantic ambiguity problem degrades detection performance …

Recurrence without recurrence: Stable video landmark detection with deep equilibrium models

P Micaelli, A Vahdat, H Yin, J Kautz… - Proceedings of the …, 2023 - openaccess.thecvf.com
Cascaded computation, whereby predictions are recurrently refined over several stages, has
been a persistent theme throughout the development of landmark detection models. In this …

Local attention transformer-based full-view finger-vein identification

H Qin, R Hu, MA El-Yacoubi, Y Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-view finger-vein recognition technology has attracted increasing attentions in recent
years. Despite recent advances in the multi-view finger-vein identification, existing solutions …

Shape preserving facial landmarks with graph attention networks

A Prados-Torreblanca, JM Buenaposada… - arXiv preprint arXiv …, 2022 - arxiv.org
Top-performing landmark estimation algorithms are based on exploiting the excellent ability
of large convolutional neural networks (CNNs) to represent local appearance. However, it is …

Mask-FPAN: semi-supervised face parsing in the wild with de-occlusion and UV GAN

L Li, T Zhang, Z Kang, X Jiang - Computers & Graphics, 2023 - Elsevier
The field of fine-grained semantic segmentation for a person's face and head, which
includes identifying facial parts and head components, has made significant progress in …

Robust face alignment via inherent relation learning and uncertainty estimation

J Xia, M Xu, H Zhang, J Zhang, W Huang… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Human tends to locate the facial landmarks with heavy occlusion by their relative position to
the easily identified landmarks. The clue is defined as the landmark inherent relation while it …

KeyPoint Relative Position Encoding for Face Recognition

M Kim, Y Su, F Liu, A Jain, X Liu - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
In this paper we address the challenge of making ViT models more robust to unseen affine
transformations. Such robustness becomes useful in various recognition tasks such as face …

Multi-timescale boosting for efficient and improved event camera face pose alignment

A Savran - Computer Vision and Image Understanding, 2023 - Elsevier
The success of event camera (EC) vision in certain types of applications has been steadily
shown thanks to energy-efficient sparse sensing, high dynamic range, and extremely high …

Cascaded iterative transformer for jointly predicting facial landmark, occlusion probability and head pose

Y Li, G Tan, C Gou - International Journal of Computer Vision, 2024 - Springer
Landmark detection under large pose with occlusion has been one of the challenging
problems in the field of facial analysis. Recently, many works have predicted pose or …

Hybridmatch: Semi-supervised facial landmark detection via hybrid heatmap representations

S Kang, M Lee, M Kim, H Shim - IEEE Access, 2023 - ieeexplore.ieee.org
Facial landmark detection is an essential task in face-processing techniques. Traditional
methods, however, require expensive pixel-level labels. Semi-supervised facial landmark …