Výsledky vyhledávání - Improved openpose algorithm

Classification and recognition method of dangerous behaviors of electric power operators based on improved OpenPose algorithm Autor Liu, Ningtao, Du, Jie, Chang, Shiliang, Zheng, Ke, Xiao, Ji, Zhang, Jiaming, Tan, Shishun

“…To achieve intelligent identification of dangerous behaviors of electric power workers in complex environment, a classification and identification method based on improved OpenPose algorithm is proposed…”
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Basketball Tactics Analysis Based on Improved Openpose Algorithm and Its Application Autor Xu, Jingsheng

“…The use of information technology has currently resulted in a change in people's production and lifestyles as well as a catalyst for the sports industry's…”
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Efficient Human Pose Recognition Using Improved OpenPose Algorithm on Embedded Systems with RK3399 Autor Li, Jiasi, Liu, Lei

“…In order to address the limitations of traditional human pose recognition methods due to algorithms and hardware devices, which cannot meet the requirements of real-time and accuracy, a human pose…”
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Sports behavior analysis technology based on GCN and domain knowledge graph Autor Jiaojiao Hu, Shengnan Ran

“…, achieving accurate action recognition. In the experimental results, the proposed graph convolutional network algorithm achieved accuracy of 95.20%, 93.80%, and 92.50…”
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Designing a Basketball Action Recognition System Based on the Improved OpenPose Algorithm Autor Su, Zhenhai

“… To address these challenges, this study presents a novel approach: a basketball action recognition system built upon an enhanced OpenPose algorithm…”
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Research on Table Tennis Swing Recognition Based on Lightweight OpenPose Autor Chen, Peng, Shen, Qingwei

“… system based on an improved Lightweight OpenPose algorithm. The videos or pictures taken by the practitioners are preprocessed to extract the frame images of the key movements and reconstruct the human skeleton…”
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Enhanced human fall detection via lightweight MDS-OpenPose framework Autor Wang, Di, Nan, Gangyang, Xia, Fang

“… This paper proposes an improved OpenPose algorithm, termed MDS-OpenPose, which addresses these issues…”
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Enhanced human fall detection via lightweight MDS-OpenPose framework: Enhanced human fall detection via lightweight Autor Wang, Di, Nan, Gangyang, Xia, Fang

“… This paper proposes an improved OpenPose algorithm, termed MDS-OpenPose, which addresses these issues…”
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Motion Behavior Recognition Algorithm and Case Analysis Based on OpenPose Autor Li, Yang, Jing, Wen

“… This research is based on OpenPose algorithm, aiming at the existing problems of this algorithm, it has improved from the two aspects of introducing SE and multi-modal data fusion…”
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Excited ICU Delirium Behavior Detection Method Based on Human Key Points Recognition Autor Guo, Shijie, Sun, Yuyao, Yin, Li, Geng, Yanli

“… The model is lightweight based on the original OpenPose key point recognition algorithm. Simultaneously, the improved OpenPose algorithm achieves a dual benefit…”
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Basketball Fixed-point Shooting Hit Prediction Based on Human Pose Estimation Algorithm Autor Li, Xi, Hua, Jiao

“… In the comparison among improved OpenPose and other algorithms, improved OpenPose performed better, with a recall…”
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Improved Human-Object Interaction Based Lightweight Openpose Autor Yang, Hanmin, Liu, Qingyuan, Zhang, Jiali

“…In order to improve the performance as well as the requirement of lightweight, the human-object interaction detection network of GGNet including the improved Lightweight Openpose is proposed…”
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An improved gesture recognition algorithm for human-robot collaboration Autor Liu, Yiqun, Wang, Xiaogang, He, Yang, Mu, Hua, Bai, Yuewei

“…In this paper, an improved gesture recognition algorithm framework based on the improved SSD algorithm and OpenPose model for solving the robot's mobile grasping problem in human-robot environment is proposed…”
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Operator Action Recognition Based on Improved ST-GCN Autor Fan, Longxin, Sun, Hongbin

“…With the rapid development of the electric power industry, the safety problems of the personnel working with electricity are becoming more and more prominent…”
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Improved OpenPose and Attention Mechanism for Sports Start Correction Autor Jiang, Bin

“… Considering the limitations of starting motion correction, the study proposes to use improved OpenPose posture estimation to achieve motion information analysis, and introduces attention mechanism…”
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Evaluation of the Physical Education Teaching and Training Efficiency by the Integration of Ideological and Political Courses with Lightweight Deep Learning Autor Zhang, Shuaiqi

“… In addition, by the optimization of the accelerated compression algorithm and the evaluation of the PE and training effect of the Openpose algorithm, an optimization model of the PE and training…”
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A Framework for Fall Detection Based on OpenPose Skeleton and LSTM/GRU Models Autor Lin, Chuan-Bi, Dong, Ziqian, Kuan, Wei-Kai, Huang, Yung-Fa

“… In this paper, we propose using computer vision and applied machine-learning algorithms to detect fall without any sensors…”
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Applying Deep Learning Networks to Identify Optimized Paths in Gymnastic Movement Techniques Autor Mo, Dan, Wang, Yintong, Zhang, Bowen

“…The study adopts the OpenPose algorithm in deep learning to extract and recognize gymnastics movements, and it initially constructs the OpenPose gymnastics movement recognition model…”
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Identifying and Guiding Students’ Behavioural Patterns in the Perspective of Online Civic Education Based on Big Data Autor Gao, Feng

“… The traditional posture recognition backbone network is improved by a joint linear inverse residual structure and lightweight attention model, and the OpenPose algorithm is combined to extract…”
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Evaluation of camera configurations of OpenPose-based 3D motion capture system for construction tasks Autor Yang, Daeyong, Jung, Eui S.

“… This study investigated the optimal camera configurations for a markerless motion capture system utilizing the OpenPose algorithm to assess construction-related activities…”
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