A survey on big data technologies and their applications to the metaverse: Past, current and future

H Zhang, S Lee, Y Lu, X Yu, H Lu - Mathematics, 2022 - mdpi.com
The development of big data technologies, which have been applied extensively in various
areas, has become one of the key factors affecting modern society, especially in the virtual …

Garment Recovery with Shape and Deformation Priors

R Li, C Dumery, B Guillard… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
While modeling people wearing tight-fitting clothing has made great strides in recent years
loose-fitting clothing remains a challenge. We propose a method that delivers realistic …

Anatomy-guided domain adaptation for 3D in-bed human pose estimation

A Bigalke, L Hansen, J Diesel, C Hennigs… - Medical Image …, 2023 - Elsevier
Abstract 3D human pose estimation is a key component of clinical monitoring systems. The
clinical applicability of deep pose estimation models, however, is limited by their poor …

Multimodal in-bed pose and shape estimation under the blankets

Y Yin, JP Robinson, Y Fu - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
Advancing technology to monitor our bodies and behavior while sleeping and resting are
essential for healthcare. However, keen challenges arise from our tendency to rest under …

Everybody is unique: Towards unbiased human mesh recovery

R Li, M Zheng, S Karanam, T Chen, Z Wu - arXiv preprint arXiv …, 2021 - arxiv.org
We consider the problem of obese human mesh recovery, ie, fitting a parametric human
mesh to images of obese people. Despite obese person mesh fitting being an important …

Self-supervised 3d patient modeling with multi-modal attentive fusion

M Zheng, B Planche, X Gong, F Yang, T Chen… - … Conference on Medical …, 2022 - Springer
Abstract 3D patient body modeling is critical to the success of automated patient positioning
for smart medical scanning and operating rooms. Existing CNN-based end-to-end patient …

TagSleep3D: RF-based 3D Sleep Posture Skeleton Recognition

C Liu, Z Dong, L Huang, W Yan, X Wang… - Proceedings of the …, 2024 - dl.acm.org
Sleep posture plays a crucial role in maintaining good morpheus quality and overall health.
As a result, long-term monitoring of 3D sleep postures is significant for sleep analysis and …

Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patients

A Bigalke, L Hansen, J Diesel, MP Heinrich - International Journal of …, 2021 - Springer
Purpose Body weight is a crucial parameter for patient-specific treatments, particularly in the
context of proper drug dosage. Contactless weight estimation from visual sensor data …

Inverse Kinematics Embedded Network for Robust Patient Anatomy Avatar Reconstruction From Multimodal Data

T Zhou, M Chen, G Cao, J Hu… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Patient modelling has a wide range of applications in medicine and healthcare, such as
clinical teaching, surgery navigation and automatic robotized scanning. While patients are …

Synthetic Data Generator: Understanding Human Face & Body via Image Synthesis

Y Yin - 2023 - search.proquest.com
The synthesis of data has long been a valuable resource for training machine learning
models, offering reliability and control while reducing the reliance on real-world data …