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Action recognition method based on fusion of skeleton and apparent features
Published 2022-01-01“…Focusing on the issue that traditional skeletal feature-based action recognition algorithms were not easy to distinguish similar actions, an action recognition method based on the fusion of deep joints and manual apparent features was considered.The joint spatial position and constraints was firstly input into the long short-term memory (LSTM) model equipped with spatio-temporal attention mechanism to acquire spatio-temporal weighted and highly separable deep joint features.After that, heat maps were introduced to locate the key frames and joints, and manually extract the apparent features around the key joints that could be considered as an effective complement to the deep joint features.Finally, the apparent features and the deep skeleton features could be fused frame by frame to achieve effectively discriminating similar actions.Simulation results show that, compared with the state-of-the-art action recognition methods, the proposed method can distinguish similar actions effectively and then the accuracy of action recognition is promoted rather obviously.…”
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1423
A Method Calculating the Volume of Excavation and Filling of Large Canal
Published 2000-01-01Get full text
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1424
SIMPLIFIED MEASUREING METHODS OF STRESSED-DEFORMED STATE OF AN EXPANDABLE SHELTER
Published 2015-04-01Get full text
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1425
STUDY AND APPLICATIONS OF DETECTION METHOD FOR MACHINING QUALITY OF HELICAL SURFACE
Published 2017-01-01Subjects: Get full text
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1426
Validated Spectrophotometric Methods for Simultaneous Determination of Food Colorants and Sweeteners
Published 2013-01-01“…The results obtained by applying the ZCDS method were statistically compared with those obtained by the RDS method.…”
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1427
Personal data privacy protection method based onvertical partitioning
Published 2024-10-01“…In distributed environments, vertical partitioning had been an effective method to protect user privacy. However, current vertical partitioning strategies assumed that there was no collusion among the CSPs (Cloud Service Providers) involved in data storage. …”
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1428
The method of settling environmental conflicts in Indonesia: Alternative dispute resolution
Published 2025-01-01“…The issues concerning those responsible for environmental harm can be addressed through judicial means or alternative dispute resolution methods. The questions to consider are: First, how is the resolution of environmental conflicts handled outside of court when viewed from a civil law perspective? …”
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1429
A call to the use of the clinical method in the practice of perinatal medicine
Published 2010-12-01“…A reflection on the appropriateness and current application of the clinical method, defined as the diagnostic process inherent to the practice of human medicine is presented. …”
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1430
Security: Exploring Alternative Methods in Curbing Security Challenges in Nigeria
Published 2022-11-01Get full text
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1431
PRECISION COMPARISON METHOD OF EXPANSION DESIGN FORMULA APPLIED RANGE
Published 2018-01-01Subjects: Get full text
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1432
Reproducing Kernel Method for Solving Nonlinear Differential-Difference Equations
Published 2012-01-01“…Results obtained by the proposed method imply that it can be considered as a simple and accurate method for solving such differential-difference problems.…”
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1433
Cryptanalysis of IAR-CTR and IAR-CFB and a fixing method
Published 2025-01-01“…However, the same fixed method does not work for the IAR-CFB mode.…”
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1434
Several Guaranteed Descent Conjugate Gradient Methods for Unconstrained Optimization
Published 2014-01-01“…Moreover, we present several specific guaranteed descent conjugate gradient methods and give their numerical results for large-scale unconstrained optimization.…”
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1435
A Modeling Method for Small Packing Particles in Electromagnetic Simulation
Published 2016-01-01“…A modeling method for small packing particles is proposed in this paper, especially for the application of the electromagnetic simulation. …”
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1436
Deep learning Chinese input method with incremental vocabulary selection
Published 2022-12-01Subjects: “…Chinese input method…”
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1437
An Improved Method for Quantifying Liquid Saturation Using Transparent Soil
Published 2019-01-01“…To this end, we have made some improvements to the specific testing method for wetting liquid saturation in the residual state and proposed a local centrifugal sampling method, which considerably improved the accuracy of this method. …”
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1438
Channel estimation method for massive MIMO system in Rice channel
Published 2017-09-01“…The high-speed mobile transportations,such as high-speed rails,pilot-less airplanes,are mostly in the open areas.Due to the existence of line of sight (LOS) propagations,the Rayleigh fading model can not describe the channels very well in these environments.The Rice fading channel model is constituted of a LOS component and a multiple-path component,which can characterize the channels more accurately.Based on the Rice model,the improved channel estimation methods and corresponding decoding methods were proposed based on the superimposed training sequences for massive multiple input multiple output (MIMO) system.The improved channel estimation methods were divided into two cases:the LOS component was known to the receiver and the other was unknown.The numerical simulation results show that the superiority of the proposed methods.…”
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1439
Application of Artificial Freezing Method in Deformation Control of Subway Tunnel
Published 2022-01-01“…The traditional stratum reinforcement method may not meet the engineering needs. In this case, the artificial freezing method (AFM) provides a solution for such engineering problems. …”
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1440
Research on Method of Intelligent Mobile Internet Pipeline Deployment Strategy
Published 2013-10-01“…Policy deployment scheduling methods and strategies of the mobile internet smart pipe structure refinement were systematically studied.The deficiencies of existing methods were analyzed,and on the basis of the existing method,a fine method of intelligent pipeline deployment strategy was presented.…”
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