Lightweight densely connected residual network for human pose estimation
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Real-Time Image Processing"
DOI: 10.1007/s11554-020-01025-3
Abstract: Most existing methods pay much attention to how to improve the accuracy of human pose estimation results. They usually ignore what the size of their model is. However, besides accuracy, real-time and speed are also… read more here.
Keywords: human pose; network; pose estimation; connected residual ... See more keywords
Ergonomic postural assessment using a new open-source human pose estimation technology (OpenPose)
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Industrial Ergonomics"
DOI: 10.1016/j.ergon.2021.103164
Abstract: Abstract Observational ergonomic postural assessment methods have been commonly used to evaluate the risks of musculoskeletal disorders. Researchers have proposed semi-automatic methods using Kinect, known for limitations with body occlusions and non-frontal tracking. Meanwhile, new… read more here.
Keywords: pose estimation; ergonomic postural; open source; postural assessment ... See more keywords
Exemplar-based 3D human pose estimation with sparse spectral embedding
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.09.137
Abstract: Abstract In exemplar-based approaches, human pose estimation is achieved by retrieving relevant poses with images. Therefore, image description is critical and it is common to extract multiple features to better describe the visual input data.… read more here.
Keywords: human pose; spectral embedding; sparse spectral; exemplar based ... See more keywords
Reweighted sparse representation with residual compensation for 3D human pose estimation from a single RGB image
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.05.034
Abstract: Abstract 3D human pose estimation from 2D joints of an image is a worthwhile and challenging research topic. Since a specific 2D pose could be projected from various 3D poses, the ambiguity becomes a difficult… read more here.
Keywords: pose estimation; human pose; image; estimation ... See more keywords
Exploring hard joints mining via hourglass-based generative adversarial network for human pose estimation
Sign Up to like & getrecommendations! Published in 2019 at "AIP Advances"
DOI: 10.1063/1.5080207
Abstract: Human pose estimation has broad application prospects in the fields of human behavior recognition and human-computer interaction. Although the current human pose estimation methods have made tremendous progress, the partial occlusion of human bodies still… read more here.
Keywords: hard joints; joints mining; human pose; based generative ... See more keywords
Combining Parsing Information With Joint Structure for Human Pose Estimation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3004937
Abstract: Recently, with the growing popularity of Convolutional Neural Networks (CNN), major progress has been made in human pose estimation. However, due to the lack of consideration of human body structure, the current methods still suffer… read more here.
Keywords: parsing information; pose estimation; structure; human pose ... See more keywords
An Adaptive Viewpoint Transformation Network for 3D Human Pose Estimation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3013917
Abstract: Human pose estimation from a monocular image has attracted lots of interest due to its huge potential application in many areas. The performance of 2D human pose estimation has been improved a lot with the… read more here.
Keywords: estimation; human pose; pose estimation; transformation ... See more keywords
Exploring Rare Pose in Human Pose Estimation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3033531
Abstract: We tackle the issue of data imbalance between different poses in the human pose estimation problem. We explore unusual poses that are rare which occupy a small portion in a pose dataset. In order to… read more here.
Keywords: rare pose; human pose; exploring rare; pose estimation ... See more keywords
A Study on 3D Human Pose Estimation Using Through-Wall IR-UWB Radar and Transformer
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3244017
Abstract: In this paper, we propose a human pose estimation algorithm for an impulse radio ultra-wideband (IR-UWB) radar based on the transformer-based deep learning model. We have built an IR-UWB radar system with an 8-by-8 multiple-input… read more here.
Keywords: pose estimation; uwb radar; human pose; radar ... See more keywords
Improvement of Human Pose Estimation and Processing With the Intensive Feature Consistency Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3258417
Abstract: The modeling of human body kye-points is the most significant aspect of pose estimation appropriately. Computer vision algorithm identifies human pose, body-movement, and action in many ways. Most of the previous works taken advantage for… read more here.
Keywords: network; pose estimation; human pose; intensive feature ... See more keywords
Human Pose Estimation Using Thermal Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3264714
Abstract: This study addresses the human pose estimation problem on thermal images using Convolutional Neural Networks and Vision Transformer architectures. To do this, eight human pose estimation methods designed for visible images were extended to be… read more here.
Keywords: thermal domain; thermal images; pose estimation; human pose ... See more keywords