W-Net: A boundary-enhanced segmentation network for stroke lesions

Z Wu, X Zhang, F Li, S Wang, L Huang, J Li - Expert Systems with …, 2023 - Elsevier
Accurate lesion segmentation is a critical technology basis for the treatment and prognosis
of stroke. Stroke lesion segmentation suffers from complex background and noise interferes …

Deep learning for head pose estimation: A survey

A Asperti, D Filippini - SN Computer Science, 2023 - Springer
Head pose estimation (HPE) is an active and popular area of research. Over the years,
many approaches have constantly been developed, leading to a progressive improvement …

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 …

PedRecNet: Multi-task deep neural network for full 3D human pose and orientation estimation

D Burgermeister, C Curio - 2022 IEEE Intelligent Vehicles …, 2022 - ieeexplore.ieee.org
We present a multitask network that supports various deep neural network based pedestrian
detection functions. Besides 2D and 3D human pose, it also supports body and head …

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 …

MC-ViViT: Multi-branch Classifier-ViViT to detect Mild Cognitive Impairment in older adults using facial videos

J Sun, HH Dodge, MH Mahoor - Expert Systems with Applications, 2024 - Elsevier
Deep machine learning models including Convolutional Neural Networks (CNN) have been
successful in the detection of Mild Cognitive Impairment (MCI) using medical images …

Stacked attention hourglass network based robust facial landmark detection

Y Huang, H Huang - Neural Networks, 2023 - Elsevier
Deep learning based facial landmark detection (FLD) has made rapid progress. However,
the accuracy and robustness of FLD algorithms are degraded heavily when the face is …

[HTML][HTML] Real-time 6DoF full-range markerless head pose estimation

R Algabri, H Shin, S Lee - Expert Systems with Applications, 2024 - Elsevier
Head pose estimation is a fundamental function for several applications in human–computer
interactions. Accurate six degrees of freedom head pose estimation (6DoF-HPE) with full …

Lightweight and interpretable convolutional neural network for real-time heart rate monitoring using low-cost video camera under realistic conditions

Y Liu, X Guo, Y Zhang - Biomedical Signal Processing and Control, 2024 - Elsevier
Recent research has shown that a person's heart rate (HR) can be estimated using video
data through remote photoplethysmography (rPPG). However, this approach is faced with …

Evaluation of camera pose estimation using human head pose estimation

R Fischer, M Hödlmoser, M Gelautz - SN Computer Science, 2023 - Springer
We introduce and evaluate a novel camera pose estimation framework that uses the human
head as a calibration object. The proposed method facilitates extrinsic calibration from 2D …