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In-Bed Pose Estimation: A Review
2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)Accepted at HCCS24 Workshop @ International Conference on Pervasive Computing and Communications (PerCom 2024)
Yazici Z. A. +2 more
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Pedestrian POSE estimation using multi-branched deep learning pose net.
PLoS ONEIn human activity-recognition scenarios, including head and entire body pose and orientations, recognizing the pose and direction of a pedestrian is considered a complex problem.
Muhammad Alyas Shahid +4 more
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A Novel Method for the Absolute Pose Problem with Pairwise Constraints
, 2019 Absolute pose estimation is a fundamental problem in computer vision, and it is a typical parameter estimation problem, meaning that efforts to solve it will always suffer from outlier-contaminated data.
Chen, Guang +5 more
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IEEE AccessHuman pose estimation reconstructs 3D human joint positions from monocular images or videos, enabling applications in healthcare, sports, AR/VR, and animation. The challenge lies in depth ambiguity, temporal coherence, and complex motion patterns. Recent
Andy Pramono +2 more
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IET Computer VisionSkeleton‐based action recognition has received much attention and achieved remarkable achievements in the field of human action recognition. In time series action prediction for different scales, existing methods mainly focus on attention mechanisms to ...
Siyue Lei +5 more
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Learning to Estimate 3D Hand Pose from Single RGB Images
, 2017 Low-cost consumer depth cameras and deep learning have enabled reasonable 3D hand pose estimation from single depth images. In this paper, we present an approach that estimates 3D hand pose from regular RGB images.
Brox, Thomas, Zimmermann, Christian
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Understanding the Limitations of CNN-based Absolute Camera Pose Regression
, 2019 Visual localization is the task of accurate camera pose estimation in a known scene. It is a key problem in computer vision and robotics, with applications including self-driving cars, Structure-from-Motion, SLAM, and Mixed Reality.
Leal-Taixe, Laura +3 more
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Fine-Grained Head Pose Estimation Without Keypoints
, 2018 Estimating the head pose of a person is a crucial problem that has a large amount of applications such as aiding in gaze estimation, modeling attention, fitting 3D models to video and performing face alignment.
Chong, Eunji +2 more
core +1 more source
A Transformer‐Based Network for Full Object Pose Estimation with Depth Refinement
Advanced Intelligent SystemsIn response to increasing demand for robotics manipulation, accurate vision‐based full pose estimation is essential. While convolutional neural networks‐based approaches have been introduced, the quest for higher performance continues, especially for ...
Mahmoud Abdulsalam +2 more
doaj +1 more source
Face Alignment Assisted by Head Pose Estimation
, 2015 In this paper we propose a supervised initialization scheme for cascaded face alignment based on explicit head pose estimation. We first investigate the failure cases of most state of the art face alignment approaches and observe that these failures ...
Gunes, Hatice +5 more
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