Diff-PC: Identity-preserving and 3D-aware controllable diffusion for zero-shot portrait customization

Y Xu, B Zhai, C Zhang, M Li, Y Li, S Du - Information Fusion, 2025 - Elsevier
Portrait customization (PC) has recently garnered significant attention due to its potential
applications. However, existing PC methods lack precise identity (ID) preservation and face …

Deep learning and machine learning techniques for head pose estimation: a survey

R Algabri, A Abdu, S Lee - Artificial Intelligence Review, 2024 - Springer
Head pose estimation (HPE) has been extensively investigated over the past decade due to
its wide range of applications across several domains of artificial intelligence (AI), resulting …

Vec2Face: Scaling face dataset generation with loosely constrained vectors

H Wu, J Singh, S Tian, L Zheng, KW Bowyer - arxiv preprint arxiv …, 2024 - arxiv.org
This paper studies how to synthesize face images of non-existent persons, to create a
dataset that allows effective training of face recognition (FR) models. Two important goals …

VGGHeads: A Large-Scale Synthetic Dataset for 3D Human Heads

O Kupyn, E Khvedchenia, C Rupprecht - arxiv preprint arxiv:2407.18245, 2024 - arxiv.org
Human head detection, keypoint estimation, and 3D head model fitting are important tasks
with many applications. However, traditional real-world datasets often suffer from bias …

CLERF: Contrastive LEaRning for Full Range Head Pose Estimation

TR Wei, H Liu, HC Hu, X Wu, Y Fang, HT Wu - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce a novel framework for representation learning in head pose estimation (HPE).
Previously such a scheme was difficult due to head pose data sparsity, making triplet …

On the power of data augmentation for head pose estimation

M Welter - arxiv preprint arxiv:2407.05357, 2024 - arxiv.org
Deep learning has been impressively successful in the last decade in predicting human
head poses from monocular images. However, for in-the-wild inputs the research community …

Evaluation of Head Pose Estimation Algorithms for Sign Language Analysis

AB Sargano, S Vandenitte, T Jantunen… - … Conference on IT …, 2024 - ieeexplore.ieee.org
Head pose estimation (HPE) can be used in sign language linguistics and gesture studies,
particularly for quantitative assessment of head movements in terms of yaw, pitch, and roll …

Acromegaly: comorbidities and novel diagnostic tools

K Vouzouneraki - 2024 - diva-portal.org
Background/aim: Acromegaly is a rare disease caused by a pituitary tumor secreting excess
growth hormone, which leads to acral growth, organ enlargement, and facial changes …

Research on Learning Status Evaluation in the Classroom Based on End-to-End Head Pose Estimation

Z Dai, W Zheng, Z Zhao, Y Yang - 2024 4th International …, 2024 - ieeexplore.ieee.org
In the context of AI-enabled education, this paper seeks to improve the accuracy of
evaluating learning statuses in classroom through the design and improvement of deep …

[PDF][PDF] A Human Pose Estimation Method from Pseudo-Captured Two-Viewpoints Video

A Shimazu, C **e, S Tanigawa, I Kitahara - scitepress.org
Motion analysis utilizing human pose estimation has garnered increasing attention within
sports science, serving both preventive medicine and skill enhancement purposes. While …