A survey on big data technologies and their applications to the metaverse: Past, current and future
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 …
areas, has become one of the key factors affecting modern society, especially in the virtual …
Garment Recovery with Shape and Deformation Priors
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 …
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 …
clinical applicability of deep pose estimation models, however, is limited by their poor …
Multimodal in-bed pose and shape estimation under the blankets
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 …
essential for healthcare. However, keen challenges arise from our tendency to rest under …
Everybody is unique: Towards unbiased human mesh recovery
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 …
mesh to images of obese people. Despite obese person mesh fitting being an important …
Self-supervised 3d patient modeling with multi-modal attentive fusion
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 …
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 …
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 …
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
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 …
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 …
models, offering reliability and control while reducing the reliance on real-world data …