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Electrostatic Attraction and Repulsion Explained and Modelled Mathematically Using Classical Physics—A Detailed Mechanism Based on Particle Wave Functions
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作者 Declan Traill 《Journal of Applied Mathematics and Physics》 2024年第4期1050-1062,共13页
The phenomenon of electrical attraction and repulsion between charged particles is well known, and described mathematically by Coulomb’s Law, yet until now there has been no explanation for why this occurs. There has... The phenomenon of electrical attraction and repulsion between charged particles is well known, and described mathematically by Coulomb’s Law, yet until now there has been no explanation for why this occurs. There has been no mechanistic explanation that reveals what causes the charged particles to accelerate, either towards or away from each other. This paper gives a detailed explanation of the phenomena of electrical attraction and repulsion based on my previous work that determined the exact wave-function solutions for both the Electron and the Positron. It is revealed that the effects are caused by wave interactions between the wave functions that result in Electromagnetic reflections of parts of the particle’s wave functions, causing a change in their momenta. 展开更多
关键词 ELECTROSTATIC Electron POSITRON COULOMB Force ATTRACTION repulsion Wave Function Electric Magnetic Radiation Pressure Shell THEOREM 3D Computer Model Quantum
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Monolayer MoS_(2)Fabricated by In Situ Construction of Interlayer Electrostatic Repulsion Enables Ultrafast Ion Transport in Lithium-Ion Batteries 被引量:2
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作者 Meisheng Han Yongbiao Mu +3 位作者 Jincong Guo Lei Wei Lin Zeng Tianshou Zhao 《Nano-Micro Letters》 SCIE EI CAS CSCD 2023年第6期126-142,共17页
High theoretical capacity and unique layered structures make MoS_(2)a promising lithium-ion battery anode material.However,the anisotropic ion transport in layered structures and the poor intrinsic conductivity of MoS... High theoretical capacity and unique layered structures make MoS_(2)a promising lithium-ion battery anode material.However,the anisotropic ion transport in layered structures and the poor intrinsic conductivity of MoS_(2)lead to unacceptable ion transport capability.Here,we propose in-situ construction of interlayer electrostatic repulsion caused by Co^(2+)substituting Mo^(4+)between MoS_(2)layers,which can break the limitation of interlayer van der Waals forces to fabricate monolayer MoS_(2),thus establishing isotropic ion transport paths.Simultaneously,the doped Co atoms change the electronic structure of monolayer MoS_(2),thus improving its intrinsic conductivity.Importantly,the doped Co atoms can be converted into Co nanoparticles to create a space charge region to accelerate ion transport.Hence,the Co-doped monolayer MoS_(2)shows ultrafast lithium ion transport capability in half/full cells.This work presents a novel route for the preparation of monolayer MoS_(2)and demonstrates its potential for application in fast-charging lithium-ion batteries. 展开更多
关键词 Monolayer MoS_(2) Interlayer electrostatic repulsion Co atoms doping Surface-capacitance effect Fast-charging lithiumion batteries
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Unified Understanding of Cosmological Energy Fields: Exploring Gravitation, Repulsion, and More
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作者 Pramod Kumar Agrawal 《Natural Science》 2023年第11期263-284,共22页
First, we develop a unitary process that can explain all four physical activations: electromagnetic wave, electromagnetic force, repulsion, and attraction. Second, it is clarified that cosmological and physical entiti... First, we develop a unitary process that can explain all four physical activations: electromagnetic wave, electromagnetic force, repulsion, and attraction. Second, it is clarified that cosmological and physical entities relate to different levels of existence in the universe and, hence, cannot be considered under the same paradigm. We know that biological entities use physical substances as executants;analogously, physical entities use cosmological substances as executants. Therefore, we have introduced new terms for the cosmological substances used as executants in physical activities. Third, this study introduces the primary elements of the cosmological world, such as visibility, forcibility, fullness, and hollowness, and defines them according to their attributes. This study explains how different combinations and placements of primary elements create different cosmological fields. These fields are used in all physical activations. Finally, we explain the entity model and how all physical activations occur. This study concludes that all physical activations use primary elements and follow the same universal law. Therefore, this study addresses the untouched subject of the creation of repulsion and attraction (gravitation). Furthermore, it addresses several cosmic mysteries that are yet to be resolved. 展开更多
关键词 Cause of Gravitation Cause of repulsion Model of Entity Unified Theory Multi-Disciplinary Approach
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Dissection of two quantitative trait loci for grain weight linked in repulsion on the long arm of chromosome 1 of rice(Oryza sativa L.) 被引量:6
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作者 Liang Guo Kai Wang +3 位作者 Junyu Chen Derun Huang Yeyang Fan Jieyun Zhuang 《The Crop Journal》 SCIE CAS 2013年第1期70-76,共7页
Grain weight is a key determinant of grain yield in rice. Three sets of rice populations with overlapping segregating regions in isogenic backgrounds were established in the generations of BC2 F5, BC2 F6 and BC2 F7, d... Grain weight is a key determinant of grain yield in rice. Three sets of rice populations with overlapping segregating regions in isogenic backgrounds were established in the generations of BC2 F5, BC2 F6 and BC2 F7, derived from Zhenshan 97 and Milyang 46, and used for dissection of quantitative trait loci(QTL) for grain weight. Two QTL linked in repulsion phase on the long arm of chromosome 1 were separated. One was located between simple sequence repeat(SSR) markers RM11437 and RM11615, having a smaller additive effect with the enhancing allele from the maintainer line Zhenshan 97 and a partially dominant effect for increasing grain weight. The other was located between SSR markers RM11615 and RM11800, having a larger additive effect with the enhancing allele from the restorer line Milyang 46 and a partially dominant effect for increasing grain weight. When the two QTL segregated simultaneously, a residual additive effect with the enhancing allele from Milyang 46 and an over-dominance effect for increasing grain weight were detected. This suggests that dominant QTL linked in repulsion phase might play an important role in heterosis in rice. Our study also indicates that the use of populations with overlapping segregating regions in isogenic backgrounds is helpful for the dissection of minor linked QTL. 展开更多
关键词 Sequential segregating region Linkage repulsion phase Grain weight Rice(Oryza SATIVA L
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Empirical formulae for electric double-layer repulsion between two arbitrarily inclined clay particles 被引量:3
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作者 Xiangyu Shang Juming Lu +2 位作者 Lianfei Kuang Chen Yang Guoqing Zhou 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2018年第6期1183-1189,共7页
To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.Howeve... To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.However, suitable calculation methods with high efficiency and accuracy are still rare at present in literature. Based on a great number of numerical calculations of the repulsion between two inclined platy clay particles, explicit empirical formulae for estimating electric double-layer repulsion between clay particles are put forward. Comparison between the empirical solutions and corresponding numerical results shows that the proposed formulae have a reasonable accuracy, and application of the presented formula is easy and efficient. 展开更多
关键词 CLAY PARTICLES Electric DOUBLE-LAYER repulsion NUMERICAL analysis Empirical FORMULA
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Mechanism for Electrostatic Repulsion or Attraction 被引量:2
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作者 Narahari V. Joshi 《World Journal of Mechanics》 2013年第7期307-309,共3页
It is known that there is a force of repulsion (or attraction) between two similar (or dissimilar) charges and the laws governing these forces are well established in electrostatics. However, the exact mechanism and t... It is known that there is a force of repulsion (or attraction) between two similar (or dissimilar) charges and the laws governing these forces are well established in electrostatics. However, the exact mechanism and the origin for these forces are not known. The purpose of this investigation, therefore, is to reveal these aspects in the light of the presence of vibrating strings and lines of fields created by the negative (or positive) charge. The present approach strongly suggests that the force of repulsion is originated between two charges due to fields synchronized with vibrating strings. The Gauss symmetry seems to play a crucial role in these aspects. 展开更多
关键词 ELECTROSTATIC repulsion (or Attraction) FLUID DYNAMICS Vibrating Strings MICROFLUIDS
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Boundedness in a fully parabolic quasilinear repulsion chemotaxis model of higher dimension
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作者 ZHOU Shuang-shuang GONG Ting YANG Jin-ge 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2020年第2期244-252,共9页
We deal with the boundedness of solutions to a class of fully parabolic quasilinear repulsion chemotaxis systems{ut=∇・(ϕ(u)∇u)+∇・(ψ(u)∇v),(x,t)∈Ω×(0,T),vt=Δv−v+u,(x,t)∈Ω×(0,T),under homogeneous Neumann... We deal with the boundedness of solutions to a class of fully parabolic quasilinear repulsion chemotaxis systems{ut=∇・(ϕ(u)∇u)+∇・(ψ(u)∇v),(x,t)∈Ω×(0,T),vt=Δv−v+u,(x,t)∈Ω×(0,T),under homogeneous Neumann boundary conditions in a smooth bounded domainΩ⊂R^N(N≥3),where 0<ψ(u)≤K(u+1)^a,K1(s+1)^m≤ϕ(s)≤K2(s+1)^m withα,K,K1,K2>0 and m∈R.It is shown that ifα−m<4/N+2,then for any sufficiently smooth initial data,the classical solutions to the system are uniformly-in-time bounded.This extends the known result for the corresponding model with linear diffusion. 展开更多
关键词 CHEMOTAXIS repulsion QUASILINEAR fully parabolic BOUNDEDNESS high dimension
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Rolling centrifuge repulsion Force Spacecraft
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作者 Yan Cao 《Modern Electronic Technology》 2018年第3期70-72,共3页
A Rolling Centrifugal Repulsion force UFO Introduction: Any object that rolls along a straight line will generate a centrifugal repulsive force that is away from the body being rolled, it is rolling centrifugal repuls... A Rolling Centrifugal Repulsion force UFO Introduction: Any object that rolls along a straight line will generate a centrifugal repulsive force that is away from the body being rolled, it is rolling centrifugal repulsive force. Utilizing this phenomenon, rolling the round ring along the edge of the UFO's disk will produce a constant lift, and then use the electric wheel technology to set the ballast rock at the bottom of the UFO to change the position of the ballast stone at the bottom of the chamber. In order to change the position of the center of gravity of the UFO, the purpose of driving the UFO can be achieved. 展开更多
关键词 Universal repulsion Force INERTIA MOMENT of INERTIA FLYER Spin GRAPHIC Classification 140.15
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An Improved Particle Swarm Optimization Based on Repulsion Factor
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作者 Jie Zhang Chaozan Fan +1 位作者 Bo Liu Fugui Shi 《Open Journal of Applied Sciences》 2012年第4期112-115,共4页
In this paper, through the research of advantages and disadvantages of the particle swarm optimization algorithm, we get a new improved particle swarm optimization algorithm based on repulsion radius and repulsive fac... In this paper, through the research of advantages and disadvantages of the particle swarm optimization algorithm, we get a new improved particle swarm optimization algorithm based on repulsion radius and repulsive factor. And a lot of test function experimental results show that the algorithm can effectively overcome the PSO algorithm precocious defect. PSO has significant improvement. 展开更多
关键词 PSO RPSO repulsion RADIUS repulsive FACTOR
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Electrostatic Force of Repulsion Assists p-p Nuclear Fusion
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作者 Arunachalam Lakshmanan 《Journal of Modern Physics》 2011年第6期447-456,共10页
Trapping of hydrogen ions released during sodium metal dissolution in a dilute aqueous Epsom solution in cavitation induced nanocrystals could bring about an easy path to controlled nuclear fusion. This type of fusion... Trapping of hydrogen ions released during sodium metal dissolution in a dilute aqueous Epsom solution in cavitation induced nanocrystals could bring about an easy path to controlled nuclear fusion. This type of fusion envisioning has the advantage of keeping the two protons and the electrons in the same vicinity, bonded in the same unit throughout the fusion process unlike the case in Sun. The electrostatic repulsive force between protons which has been a stumbling block so far in achieving a controlled fusion is now turned in its favor by exploiting the fascinating properties of water. 展开更多
关键词 Nuclear Fusion CAVITATION Sodium Metal DISSOLUTION Aquous Epsom Solution Hydrogen TRAPPING Spatial CONFINEMENT Electrostatic repulsion
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Enhancing the stability of Ni Fe-layered double hydroxide nanosheet array for alkaline seawater oxidation by Ce doping
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作者 Yongchao Yao Shengjun Sun +14 位作者 Hui Zhang Zixiao Li Chaoxin Yang Zhengwei Cai Xun He Kai Dong Yonglan Luo Yan Wang Yuchun Ren Qian Liu Dongdong Zheng Weihua Zhuang Bo Tang Xuping Sun Wenchuang(Walter)Hu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第4期306-312,共7页
Electrocatalytic hydrogen production from seawater holds enormous promise for clean energy generation.Nevertheless,the direct electrolysis of seawater encounters significant challenges due to poor anodic stability cau... Electrocatalytic hydrogen production from seawater holds enormous promise for clean energy generation.Nevertheless,the direct electrolysis of seawater encounters significant challenges due to poor anodic stability caused by detrimental chlorine chemistry.Herein,we present our recent discovery that the incorporation of Ce into Ni Fe layered double hydroxide nanosheet array on Ni foam(Ce-Ni Fe LDH/NF)emerges as a robust electrocatalyst for seawater oxidation.During the seawater oxidation process,CeO_(2)is generated,effectively repelling Cl^(-)and inhibiting the formation of Cl O-,resulting in a notable enhancement in the oxidation activity and stability of alkaline seawater.The prepared Ce-Ni Fe LDH/NF requires only overpotential of 390 m V to achieve the current density of 1 A cm^(-2),while maintaining long-term stability for 500 h,outperforming the performance of Ni Fe LDH/NF(430 m V,150 h)by a significant margin.This study highlights the effectiveness of a Ce-doping strategy in augmenting the activity and stability of materials based on Ni Fe LDH in seawater electrolysis for oxygen evolution. 展开更多
关键词 Ce doping NiFe layered double hydroxide Seawater oxidation ELECTROCATALYSIS Cl^(-) repulsion
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The Substructure of Elementary Particles Demonstrated by the I-Theory
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作者 H. H. Swami Isa Christophe Dumas 《Journal of High Energy Physics, Gravitation and Cosmology》 CAS 2024年第2期469-514,共46页
Present studies in physics assume that elementary particles are the building blocks of all matter, and that they are zero-dimensional objects which do not occupy space. The new I-Theory predicts that elementary partic... Present studies in physics assume that elementary particles are the building blocks of all matter, and that they are zero-dimensional objects which do not occupy space. The new I-Theory predicts that elementary particles do indeed have a substructure, three dimensions, and occupy space, being composed of fundamental particles called I-particles. In this article we identify the substructural pattern of elementary particles and define the quanta of energy that form each elementary particle. We demonstrate that the substructure comprises two classes of quanta which we call “attraction quanta” and “repulsion quanta”. We create a model that defines the rest-mass energy of each elementary particle and can predict new particles. Lastly, in order to incorporate this knowledge into the contemporary models of science, a revised periodic table is proposed. 展开更多
关键词 I-Theory I-Particle Causal Subtle Gross Quanta Attraction Quanta repulsion Quanta Elementary Particles LEPTONS BOSONS Hadron Periodic Table Black Matter White Matter Red Matter Gravitation Strong Force Weak Force Quantum Theory Heat Quantum Photon Neutrino
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Mathematical Wave Functions and 3D Finite Element Modelling of the Electron and Positron
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作者 Declan Traill 《Journal of Applied Mathematics and Physics》 2024年第4期1134-1162,共29页
The wave/particle duality of particles in Physics is well known. Particles have properties that uniquely characterize them from one another, such as mass, charge and spin. Charged particles have associated Electric an... The wave/particle duality of particles in Physics is well known. Particles have properties that uniquely characterize them from one another, such as mass, charge and spin. Charged particles have associated Electric and Magnetic fields. Also, every moving particle has a De Broglie wavelength determined by its mass and velocity. This paper shows that all of these properties of a particle can be derived from a single wave function equation for that particle. Wave functions for the Electron and the Positron are presented and principles are provided that can be used to calculate the wave functions of all the fundamental particles in Physics. Fundamental particles such as electrons and positrons are considered to be point particles in the Standard Model of Physics and are not considered to have a structure. This paper demonstrates that they do indeed have structure and that this structure extends into the space around the particle’s center (in fact, they have infinite extent), but with rapidly diminishing energy density with the distance from that center. The particles are formed from Electromagnetic standing waves, which are stable solutions to the Schrödinger and Classical wave equations. This stable structure therefore accounts for both the wave and particle nature of these particles. In fact, all of their properties such as mass, spin and electric charge, can be accounted for from this structure. These particle properties appear to originate from a single point at the center of the wave function structure, in the same sort of way that the Shell theorem of gravity causes the gravity of a body to appear to all originate from a central point. This paper represents the first two fully characterized fundamental particles, with a complete description of their structure and properties, built up from the underlying Electromagnetic waves that comprise these and all fundamental particles. 展开更多
关键词 ELECTRON POSITRON Wave Function Solution Electromagnetic Spin Mass Charge Proof Fundamental Particle Properties Quantum Mechanics Classical Physics Computer 3D Model Schrödinger Equation RMS Klein GORDON Electric Magnetic Lorentz Invariant Hertzian Vector Point Potential Field Density Phase Flow ATTRACTION repulsion Shell Theorem Ehrenfest VIRIAL Normalization Harmonic Oscillator
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Experimental investigation of the effects of oil asphaltene content on CO_(2) foam stability in the presence of nanoparticles and sodium dodecyl sulfate
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作者 SADEGHI Hossein KHAZ'ALI Ali Reza MOHAMMADI Mohsen 《Petroleum Exploration and Development》 SCIE 2024年第1期239-250,共12页
Foam stability tests were performed using sodium dodecyl sulfate(SDS)surfactant and SiO2 nanoparticles as foaming system at different asphaltene concentrations,and the half-life of CO_(2) foam was measured.The mechani... Foam stability tests were performed using sodium dodecyl sulfate(SDS)surfactant and SiO2 nanoparticles as foaming system at different asphaltene concentrations,and the half-life of CO_(2) foam was measured.The mechanism of foam stability reduction in the presence of asphaltene was analyzed by scanning electron microscope(SEM),UV adsorption spectrophotometric concentration measurement and Zeta potential measurement.When the mass ratio of synthetic oil to foam-formation suspension was 1:9 and the asphaltene mass fraction increased from 0 to 15%,the half-life of SDS-stabilized foams decreased from 751 s to 239 s,and the half-life of SDS/silica-stabilized foams decreased from 912 s to 298 s.When the mass ratio of synthetic oil to foam-formation suspension was 2:8 and the asphaltene mass fraction increased from 0 to 15%,the half-life of SDS-stabilized foams decreased from 526 s to 171 s,and the half-life of SDS/silica-stabilized foams decreased from 660 s to 205 s.In addition,due to asphaltene-SDS/silica interaction in the aqueous phase,the absolute value of Zeta potential decreases,and the surface charges of particles reduce,leading to the reduction of repulsive forces between two interfaces of thin liquid film,which in turn,damages the foam stability. 展开更多
关键词 CO_(2)foam foam stability ASPHALTENE silica nanoparticle sodium dodecyl sulfate(SDS) repulsive forces surface charges Zeta potential
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Monte Carlo Simulation of Entropic Repulsion of Confined Polymer Melts Between Two Parallel Plates
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作者 吴大诚 徐建军 +1 位作者 康健 Shaw Ling HSU 《Chinese Science Bulletin》 SCIE EI CAS 1993年第12期1052-1054,共3页
The researches on confined polymer chain can date back to Cassasa’s work in the sixties. Recently, work in this field became more important. Apart from the obvious significance in basic science, the entropic repulsio... The researches on confined polymer chain can date back to Cassasa’s work in the sixties. Recently, work in this field became more important. Apart from the obvious significance in basic science, the entropic repulsion owing to its wide presence in macromolecules is very important in relation to many diverse processes such as GPC, colloid stability, flocculation stability of biological membranes, behaviours of polymers in pores, adhesion and lubrication. On the other hand, with the surface force 展开更多
关键词 CONFINED POLYMER CHAIN entropic repulsion MONTE Carlo simulation.
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Repulsion of polarised particles from anisotropic materials with a near-zero permittivity component
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作者 Francisco J Rodríguez-Fortuño Anatoly V Zayats 《Light(Science & Applications)》 SCIE EI CAS CSCD 2016年第1期752-759,共8页
Reduction of adhesion and stiction is crucial for robust operation on nanomechanical and optofluidic devices as well as atom and molecule behaviour near surfaces.It can be achieved using electric charging,magnetic mat... Reduction of adhesion and stiction is crucial for robust operation on nanomechanical and optofluidic devices as well as atom and molecule behaviour near surfaces.It can be achieved using electric charging,magnetic materials or light pressure and optical trapping.Here we show that a particle scattering or emitting in close proximity to an anisotropic substrate can experience a repulsive force if one of the diagonal components of the permittivity tensor is close to zero.We derive an analytic condition for the existence of such repulsive force depending on the optical properties of the substrate.We also demonstrate the effect using realistic anisotropic metamaterial implementations of a substrate.The anisotropic metamaterial approach using metal–dielectric and graphene–dielectric multilayers provides a tuneable spectral range and a very broad bandwidth of electromagnetic repulsion forces,in contrast to isotropic substrates. 展开更多
关键词 ANISOTROPY METAMATERIALS optical force repulsion
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Some models with repulsion effect on superinfecting viruses by infected cells
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作者 Jun-Feng Li 《International Journal of Biomathematics》 SCIE 2019年第7期135-145,共11页
In this paper,we study some models with repulsion effect on superinfecting viruses by infected cells{■T/■t=DT△T(x,t)-■(TФ(T,I)■I)+h(x)-dTT(x,t)-β(x)T(x,t)V(x,t),■I/■T=DT△I+β(x)T(x,t)V(x,t)-dII(xt,),■I/■T=... In this paper,we study some models with repulsion effect on superinfecting viruses by infected cells{■T/■t=DT△T(x,t)-■(TФ(T,I)■I)+h(x)-dTT(x,t)-β(x)T(x,t)V(x,t),■I/■T=DT△I+β(x)T(x,t)V(x,t)-dII(xt,),■I/■T=■(Dv(I)■V)+γ(x)I(x,t)-dvV(x,t),where T(x,t),I(x,t)and V(x,t)are the density of uninfected cells,infected cells and viruses at time t at location x,respectively.The functions h(x),β(x)andγ(x)are assumed to be positive,continuous and bounded.h(x)denotes the production rate of uninfected cells.The infection rate isβ(x)and the functionγ(x)is the production rate of free viruses.Andβ(x)T(x,t)V(x,t)is the rate of transfer from uninfected cells to infected cells.The positive constants dT,dI and dV denote the death rate of uninfected cells,infected cells and viruses,respectively.The stability of the infection-free equilibrium solution and infection equilibrium solution is discussed.It is shown that if the basic reproduction number R0≤1 then the chemotaxis has no effect,that is,the infection-free constant solution is stable.For the system with chemotactic sensitivityФ(T,I)=1-T,if R0>1,then the infection constant solution will be unstable under some conditions. 展开更多
关键词 Virus infection model repulsion of superinfecting viruses chemotactic effect spatially homogeneous model
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改进的Cascade R-CNN算法在目标检测上的应用 被引量:2
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作者 张娜 包梓群 +2 位作者 罗源 吴彪 涂小妹 《电子学报》 EI CAS CSCD 北大核心 2023年第4期896-906,共11页
针对Cascade R-CNN目标检测算法中存在检测精度较低以及目标遮挡问题,本文提出一种改进的Cas-cade R-CNN网络目标检测算法.该算法在主干网络ResNet101中引入可切换空洞卷积模块(Switchable Atrous Convolu-tion,SAC),该模块主要由两个... 针对Cascade R-CNN目标检测算法中存在检测精度较低以及目标遮挡问题,本文提出一种改进的Cas-cade R-CNN网络目标检测算法.该算法在主干网络ResNet101中引入可切换空洞卷积模块(Switchable Atrous Convolu-tion,SAC),该模块主要由两个全局上下文模块以及SAC组件构成,采用SAC组件以不同的空洞卷积率对特征进行卷积,并使用Switch函数收集特征来提高特征提取能力.同时,在ResNet101残差网络中引入坐标注意力机制(Coordi-nate Attention,CA),该机制将位置信息嵌入通道注意力中,用于更好地获取方向感知和位置感知信息,进而提高目标检测精度.此外,针对目标遮挡问题,引入Repulsion Loss损失函数.该损失函数主要由吸引项和排斥项组成,吸引项使得预测框和匹配上的目标框尽可能接近,排斥项使得预测框远离错误目标,进而减少非极大值抑制(Non-Maximum Suppression,NMS)的误检,提高目标检测中遮挡问题的检测精度.实验结果表明,在公开的科大讯飞AI挑战赛数据集上,与原算法测试性能相比,改进的Cascade R-CNN网络对该数据集检出率增长了2.39%,改进算法的识别精度有一定的提高. 展开更多
关键词 Cascade R-CNN 可切换空洞卷积 repulsion Loss 目标检测 目标遮挡
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监控视角下密集人群口罩佩戴检测算法 被引量:1
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作者 孙龙 张荣芬 +1 位作者 刘宇红 饶庭漓 《计算机工程》 CAS CSCD 北大核心 2023年第9期313-320,共8页
针对密集人群场景的口罩佩戴检测面临着监控视角下目标密集、互相遮挡、目标小、人脸透视畸变等难题,同时,涵盖不规范佩戴口罩场景的公开数据集也较为缺乏。提出一种基于YOLO-v5改进的监控视角下密集人群口罩佩戴检测算法MDDC-YOLO。利... 针对密集人群场景的口罩佩戴检测面临着监控视角下目标密集、互相遮挡、目标小、人脸透视畸变等难题,同时,涵盖不规范佩戴口罩场景的公开数据集也较为缺乏。提出一种基于YOLO-v5改进的监控视角下密集人群口罩佩戴检测算法MDDC-YOLO。利用空洞卷积构造多分支感受野模块MRF-C3替换YOLO-v5中常规C3模块,解决密集人群中小目标占比大的问题。使用Repulsion Loss基于样本边界框排斥吸引的原则提高模型抗遮挡能力,并充分利用训练过程中的遮挡正样本。在此基础上,引入ECA注意力机制进行特征通道最优化选择,并提出基于透视变换的离线数据增强方法,结合使用更适用于生成更多小目标样本的Mosaic-9数据增强方法,解决监控视角下密集人群口罩佩戴数据集缺乏的问题。实验结果表明,MDDC-YOLO算法相较于YOLO-v5算法mAP提升6.5个百分点,并达到32帧/s的检测速度,满足密集人群口罩佩戴检测的应用需求。 展开更多
关键词 口罩佩戴检测 密集人群 多分支空洞卷积 ECA注意力机制 repulsion Loss
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Axonal growth inhibitors and their receptors in spinal cord injury:from biology to clinical translation 被引量:1
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作者 Sílvia Sousa Chambel Célia Duarte Cruz 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第12期2573-2581,共9页
Axonal growth inhibitors are released during traumatic injuries to the adult mammalian central nervous system, including after spinal cord injury. These molecules accumulate at the injury site and form a highly inhibi... Axonal growth inhibitors are released during traumatic injuries to the adult mammalian central nervous system, including after spinal cord injury. These molecules accumulate at the injury site and form a highly inhibitory environment for axonal regeneration. Among these inhibitory molecules, myelinassociated inhibitors, including neurite outgrowth inhibitor A, oligodendrocyte myelin glycoprotein, myelin-associated glycoprotein, chondroitin sulfate proteoglycans and repulsive guidance molecule A are of particular importance. Due to their inhibitory nature, they represent exciting molecular targets to study axonal inhibition and regeneration after central injuries. These molecules are mainly produced by neurons, oligodendrocytes, and astrocytes within the scar and in its immediate vicinity. They exert their effects by binding to specific receptors, localized in the membranes of neurons. Receptors for these inhibitory cues include Nogo receptor 1, leucine-rich repeat, and Ig domain containing 1 and p75 neurotrophin receptor/tumor necrosis factor receptor superfamily member 19(that form a receptor complex that binds all myelin-associated inhibitors), and also paired immunoglobulin-like receptor B. Chondroitin sulfate proteoglycans and repulsive guidance molecule A bind to Nogo receptor 1, Nogo receptor 3, receptor protein tyrosine phosphatase σ and leucocyte common antigen related phosphatase, and neogenin, respectively. Once activated, these receptors initiate downstream signaling pathways, the most common amongst them being the Rho A/ROCK signaling pathway. These signaling cascades result in actin depolymerization, neurite outgrowth inhibition, and failure to regenerate after spinal cord injury. Currently, there are no approved pharmacological treatments to overcome spinal cord injuries other than physical rehabilitation and management of the array of symptoms brought on by spinal cord injuries. However, several novel therapies aiming to modulate these inhibitory proteins and/or their receptors are under investigation in ongoing clinical trials. Investigation has also been demonstrating that combinatorial therapies of growth inhibitors with other therapies, such as growth factors or stem-cell therapies, produce stronger results and their potential application in the clinics opens new venues in spinal cord injury treatment. 展开更多
关键词 chondroitin sulphate proteoglycans collapsin response mediator protein 2 inhibitory molecules leucine-rich repeat and Ig domain containing 1 leucocyte common antigen related myelin-associated glycoprotein neurite outgrowth inhibitor A Nogo receptor 1 Nogo receptor 3 oligodendrocyte myelin glycoprotein p75 neurotrophin receptor Plexin A2 Ras homolog family member A/Rho-associated protein kinase receptor protein tyrosine phosphataseσ repulsive guidance molecule A spinal cord injury tumour necrosis factor receptor superfamily member 19
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