Tracking algorithm of Siamese network based on online target classification and adaptive template update by Zhiwang CHEN, Zhongxin ZHANG, Juan SONG, Haipeng LEI, Yong PENG

“…Aiming at the problem that tracking algorithm of Siamese network learned the embedded features of the tracked target and the object in the offline training stage, and these embedded features often lacked the target-specific context information, which made these tracking algorithms less robust, a tracking algorithm of the Siamese network based on online target classification and adaptive template update was proposed, which used SiamRPN++ as the baseline algorithm.Firstly, a cross-correlation feature map supervision module for classification was designed in the offline training phase to learn more discriminative embedded features.Secondly, an online target classification module that included an attention mechanism in the online tracking phase was designed, and the online update filter strategy in the module was used to filter out the background noise.Finally, an adaptive template update module was designed to update the target template information using the UpdateNet.The results of experiments on VOT2018 and VOT2019 datasets verify the effectiveness of the proposed algorithm, which brings 13.5% and 18.2% (EAO) improvement respectively compared with the baseline algorithm SiamRPN++.…”
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Kinematics and Dynamics Analysis of Double Rocker Prosthetic Knee Joint by Xuhui Liu, Zhijuan Ding, Qiwen Luo, Zhen Jian, Yuanfang Zhang

“…It provides theoretical basis for the design， processing and real-time control of the whole structure of the double rocker prosthetic knee joint.…”
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STRUCTURAL SHAPE OPTIMIZATION BY ISOGEOMETRIC BOUNDARY ELEMENT METHOD by SUN ShaoHui, YIN ShuoHui

“…IGA-BEM not only can accurately describe the geometric boundary, but also unify the design model, analysis model and optimization model, so it can avoid the repeated meshing and mesh distortion problems in the optimization process and it also can improve the efficiency of the design, calculation and optimization. …”
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The garden as Raumkunstwerk: the role of early 20th-century architecture schools for the modernisation of landscape architecture education by Lars Hopstock

“…This correlated with two subfields: architectural design and urban planning theory. The present paper’s first aim is to give a first overview over the variety of partly little-known curricula and courses that addressed open space design, respectively the personalities involved. …”
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The Construction and Realization of the Precise Funding Platform for Impoverished Students in Colleges and Universities Driven by Computer Intelligence Technology by Weiwei Du, Qibo Yu

“…In this context, this paper uses computer intelligence technology to realize the construction of the precise funding platform for impoverished students in colleges and universities (CAU) and completes the following tasks: (1) the research status of precise funding for impoverished students in CAU at home and abroad is introduced. (2) The SSI frame structure diagram of the funding information management platform is designed and the specific function description and detailed design of the relevant modules are given. (3) The module function test and system function test of the platform designed in this paper are completed through experiments. …”
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DESAIN RISET MAQHASID SYARI’AH: UPAYA PEMBARUAN DALAM PENELITIAN by Muslihun

“…In other words, this method can be as s 'new' scientific research design model.…”
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RELIABILITY DIFFERENTIAL SENSITIVITY ANALYSIS OF HYDRAULIC PIPELINE UNDER FINITE PROBABILITY INFORMATION by ZHANG TianXiao

“…The results indicated that the influence of design parameters change for the reliability of hydraulic pipeline. …”
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Electromagnetic deformable mirror fabricated using silicon micromachining and stress-resilient assembly by Wenkuan (Kevin) Man, Thomas Bifano

“…Introduction: This work presents a prototype electromagnetic actuation deformable mirror (DM) assembly with stress-resilient face sheet design.Methods: The DM face sheet design includes slender micromachined silicon pillars that are integrated with a silicon face sheet to reduce unpowered face sheet surface distortion caused by actuator adhesion stress.Results: The assembled deformable mirror prototype allowed bi-directional actuation with total stroke exceeding 20 μm. …”
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Aboriginal cosmotechnics by Simon Sadler

“… The unassuming title of the 2021 Australian book Design: Building on Countrypositions Aboriginal making as potentially cosmotechnical, since it restores the inter-dependence of what in the west would be categorised as nature, culture, technology. …”
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DYNAMIC RESPONSES OF THE ELECTRICAL MEASURING SENSOR AND THE SIMPLY-SUPPORTED BEAM WITH TRANSVERSE MOVING LOAD by LIN Yun, BAI Yun

“…,the given theoretical conclusions have some references to the designs of new electrical sensors.…”
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ELIMINATING ENFORCED IDLENESS OF RESOURCES AND JOB WAITING TIME IN TIME CONSTRAINED CONSTRUCTION ACTIVITIES USING WAITING LINE THEORY by Oluseye OLUGBOYEGA

“…Also, conventional job design techniques focus on planning of operations and required operatives without considering the elimination of waste related to operatives. …”
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Kinematics Analysis and Multi-objective Scale Synthesis of a New Three Translation Parallel Mechanism by Jianyuan Liu, Jianlin He, Zhixiong Jian, Junguo Gao

“…A simple and symmetrical parallel mechanism with three translations is designed according to the theory and method of topological design of parallel mechanism based on Position and Orientation Characteristic （POC） equation. …”
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METHOD OF FIRST-ORDER APPROXIMATIONS OF INTER FORCE FOR STRUCTURAL TOPOLOGY OPTIMIZATION WITH STRESS CONSTRAINTS by PENG XiRong, SUI YunKang

“…To illustrate and analysis clearly iterative history data of the design variables,the objective function and constraints for different methods of stress constraint approximation during the optimization process,the design variable linking technology is adopted to reduce the number of design variables in topology optimization examples with stress constraints. …”
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Research on the Integration of Preschool Language Education Resources Based on Metadata Storage by Sun Weiwei

“…Aiming at the problems of high redundancy and slow integration speed in the existing education resource data integration methods, a new preschool language education resource integration method based on metadata warehouse is designed. The metadata warehouse is designed, and the advantages of the integrated database are analyzed. …”
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Credible distributed identity authentication system of microgrid based on blockchain by Guanqun YANG, Yin LIU, Hao XU, Hongwei XING, Jianhui ZHANG, Entang LI

“…Most of the blockchain-based identity authentication systems are based on public blockchain, which are still essentially traditional centralized identity management and verification methods, making it difficult to meet the needs of trusted access and fine-grained access control in microgrids.Therefore, based on the FISCO BCOS consortium blockchain technology, a distributed identity authentication system supporting multi-center was designed.A DID-based identity management protocol to achieve autonomous control of user identity in a practical scenarios was designed.Distributed trusted access technology for end nodes in microgrids was studied, and privacy-protecting credentials based on zero-knowledge proof were designed.This scheme meets the requirements of trustworthy and verifiable user identity in different privacy security scenarios, and achieves autonomous control of entity identity, fine-grained access control and trusted data exchange.The usability and effectiveness of the proposed algorithm are demonstrated through system experiments and performance analysis.…”
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Pilot decontamination based on spectrum separation in massive MIMO system by Hairong WANG, Jian DONG, Yuhui WANG

“…In order to overcome uplink pilot contamination，the technical bottleneck of massive MIMO,and different from the existing parallel parameter design strategy for blind pilot decontamination,a hierarchical parameter design method was proposed,which points out that different system parameters have different effects on the exact spectrum separation of the sample covariance matrix of the received signal.In other words,different parameters have different priority.Next,it was found that to achieve spectral separation,the power of the desired signal didn’t have to be higher than the interference,and the difference between the two was more important.Furthermore,in a more practical scenario where the pilot sequence length was less than the number of base station receiving antennas,a numerical algorithm was given for the first time to achieve the above-mentioned exact spectral separation.Since the hierarchical parament design ensures the exact separation of the asymptotic spectrum,the results show that the proposed scheme is more suitable for practical applications than the existing blind pilot decontamination.…”
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Dynamic Decoupling Control Optimization for a Small-Scale Unmanned Helicopter by Rui Ma, Li Ding, Hongtao Wu

“…This article presents design and optimization results from an implementation of a novel disturbance decoupling control strategy for a small-scale unmanned helicopter. …”
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Mediating new individual-environment relations through experimentation on ambiance by Polina Chebotareva, Nina Rask

“…Second, that architectural design can bring an existing atmosphere to users’ attention. …”
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Computer Aided Modeling and Analysis of Five-Phase PMBLDC Motor Drive for Low Power High Torque Application by M. A. Inayathullaah, R. Anita

“…In order to achieve high torque at low power with high efficiency, a new five-phase permanent magnet brushless DC (PMBLDC) motor design was analyzed and optimized. A similar three-phase motor having the same D/L ratio (inner diameter (D) and length of the stator (L)) is compared for maximum torque and torque ripple of the designed five-phase PMBLDC motor. …”
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Teleoperation Robot Control of a Hybrid EEG-Based BCI Arm Manipulator Using ROS by Vidya Nandikolla, Daniel A. Medina Portilla

“…The platform created allows for quick design iterations to meet different application criteria and tuning of controllers for desired motion.…”
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