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Left Ventricular Systolic Intraventricular Flow Field Assessment in Hyperthyroidism Patients Using Vector Flow Mapping 被引量:10
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作者 周滨瑜 王静 +2 位作者 谢明星 刘曼薇 吕清 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2015年第4期574-578,共5页
Summary: Intraventricular hydrodynamics is considered an important component of cardiac function assessment. Vector flow mapping (VFM) is a novel flow visualization method to describe cardiac pathophysiological con... Summary: Intraventricular hydrodynamics is considered an important component of cardiac function assessment. Vector flow mapping (VFM) is a novel flow visualization method to describe cardiac pathophysiological condition. This study examined use of new VFM and flow field for assessment of left ventricular (LV) systolic hemodynamics in patients with simple hyperthyroidism (HT). Thirty-seven simple HT patients were enrolled as HT group, and 38 gender- and age-matched healthy volunteers as control group. VFM model was used to analyze LV flow field at LV apical long-axis view. The follow- ing flow parameters were measured, including peak systolic velocity (Vs), peak systolic flow (Fs), total systolic negative flow (SQ) in LV basal, middle and apical level, velocity gradient from the apex to the aortic valve (AV), and velocity according to half distance (V1/2). The velocity vector in the LV cavity, stream line and vortex distribution in the two groups were observed. The results showed that there were no significant differences in the conventional parameters such as left ventricular ejection fraction (LVEF), left ventricular end-diastolic diameter (LVEDD) and left atrium diameter (LAD) between HT group and control group (P〉0.05). Compared with the control group, a brighter flow and more vortexes were detected in HT group. Non-uniform distribution occurred in the LV flow field, and the stream lines were discontinuous in HT group. The values of Vs and Fs in three levels, SQ in middle and basal levels, AV and V1/2 were higher in HT group than in control group (P〈0.01). AV was positively correlated with serum free thyroxin (FT4) (r=0.48, P〈0.01). Stepwise multiple regression analysis showed that LVEDD, FT4, and body surface area (BSA) were the influence factors of △V. The unstable left ventricular sys- tolic hydrodynamics increased in a compensatory manner in simple PIT patients. The present study in- dicated that VFM may be used for early detection of abnormal ventricle contraction in clinical settings. 展开更多
关键词 HYPERTHYROIDISM vector flow mapping left ventricle HYDRODYNAMICS flow field
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基于FLOW MAP和学科核心素养的初中生认知结构诊断与补救教学的个案研究
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作者 吴佳丹 《理科考试研究》 2021年第6期49-52,共4页
目前我国的基础教育改革目标转向对学生核心素养的培养。从培养学生核心素养的视角看待学生在纸笔测验中反映出的学情,及时进行教学补救,有利于实现核心素养的"落地"。通过运用FLOW MAP测查学优生A和中等生B在科学探究试题中... 目前我国的基础教育改革目标转向对学生核心素养的培养。从培养学生核心素养的视角看待学生在纸笔测验中反映出的学情,及时进行教学补救,有利于实现核心素养的"落地"。通过运用FLOW MAP测查学优生A和中等生B在科学探究试题中暴露的认知结构,结合试题的学科核心素养水平的要求开展教学补救措施,以帮助学生优化认知结构,取得理想的学习效果,提升学科核心素养。 展开更多
关键词 flow map 认知结构 学科核心素养 补救教学
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基于Flow Map的中美教材“氧化还原反应”难度比较 被引量:4
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作者 王骄阳 闫春更 +1 位作者 陈晓娜 周青 《化学教育(中英文)》 CAS 北大核心 2018年第17期14-17,共4页
基于Flow Map对中美4种教材"氧化还原反应"内容难度的定量统计表明,中美教材的整合广度和表征深度的差异明显,美国教材的整合广度和表征深度均明显大于中国教材,即美国教材的相关难度较小;质性评价表明,美国教材以"化学... 基于Flow Map对中美4种教材"氧化还原反应"内容难度的定量统计表明,中美教材的整合广度和表征深度的差异明显,美国教材的整合广度和表征深度均明显大于中国教材,即美国教材的相关难度较小;质性评价表明,美国教材以"化学变化中的电子"为认识核心,构建了"得失氧—氧的电负性与电子得失—氧化数与电子得失"的认知脉络,采用"电负性"作为先行组织者,更多运用对比与比较、情境推理与解释等信息处理策略,整合了大量的氧化还原反应应用类的知识。 展开更多
关键词 氧化还原反应 flow map 中美教材 整合广度 表征深度 教材难度
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Eulerian Algorithms for Computing the Forward Finite Time Lyapunov Exponent Without Finite Difference Upon the Flow Map
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作者 Guoqiao You Changfeng Xue Shaozhong Deng 《Communications in Computational Physics》 SCIE 2022年第5期1467-1488,共22页
In this paper,effective Eulerian algorithms are introduced for the computation of the forwardfinite time Lyapunov exponent(FTLE)of smoothflowfields.The advantages of the proposed algorithms mainly manifest in two aspe... In this paper,effective Eulerian algorithms are introduced for the computation of the forwardfinite time Lyapunov exponent(FTLE)of smoothflowfields.The advantages of the proposed algorithms mainly manifest in two aspects.First,previous Eulerian approaches for computing the FTLEfield are improved so that the Jacobian of theflow map can be obtained by directly solving a corresponding system of partial differential equations,rather than by implementing certainfinite difference upon theflow map,which can significantly improve the accuracy of the numerical solution especially near the FTLE ridges.Second,in the proposed algorithms,all computations are done on thefly,that is,all required partial differential equations are solved forward in time,which is practically more natural.The new algorithms still maintain the optimal computational complexity as well as the second order accuracy.Numerical examples demonstrate the effectiveness of the proposed algorithms. 展开更多
关键词 Finite time Lyapunov exponent flow map flow visualization dynamical system
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Spatio-temporal flow maps for visualizing movement and contact patterns
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作者 Bing Ni Qiaomu Shen +1 位作者 Jiayi Xu Huamin Qu 《Visual Informatics》 EI 2017年第1期57-64,共8页
The advanced telecom technologies and massive volumes of intelligent mobile phone users have yielded a huge amount of real-time data of people’s all-in-one telecommunication records,which we call telco big data.With ... The advanced telecom technologies and massive volumes of intelligent mobile phone users have yielded a huge amount of real-time data of people’s all-in-one telecommunication records,which we call telco big data.With telco data and the domain knowledge of an urban city,we are now able to analyze the movement and contact patterns of humans in an unprecedented scale.Flow map is widely used to display the movements of humans from one single source to multiple destinations by representing locations as nodes and movements as edges.However,it fails the task of visualizing both movement and contact data.In addition,analysts often need to compare and examine the patterns side by side,and do various quantitative analysis.In this work,we propose a novel spatio-temporal flow map layout to visualize when and where people from different locations move into the same places and make contact.We also propose integrating the spatiotemporal flow maps into existing spatiotemporal visualization techniques to form a suite of techniques for visualizing the movement and contact patterns.We report a potential application the proposed techniques can be applied to.The results show that our design and techniques properly unveil hidden information,while analysis can be achieved efficiently. 展开更多
关键词 Spatio-temporal data flow map Urban mobility
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Assessment of angiographic coronary slow flow phenomenon with intracoronary ultrasound and doppler flow mapping
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作者 Junbo Ge, Helge Simon, Allen Jeremias, Fengqi Liu, Günter Grge, Michael Haude, Detrich Baumgart and Raimund Erbel 《Chinese Medical Journal》 SCIE CAS CSCD 1997年第12期24-24,共1页
In order to study the mechanism of angiographic coronary slow flow phenomenon (SF), intracoronary ultrasound (ICUS) and Doppler (ICD) were performed in 14 patients with angiographic SF phenomenon but with normal angio... In order to study the mechanism of angiographic coronary slow flow phenomenon (SF), intracoronary ultrasound (ICUS) and Doppler (ICD) were performed in 14 patients with angiographic SF phenomenon but with normal angiograms and in 16 patients with normal angiographic coronary flow (NF). A 3.5 F, 20 MHz ultrasound catheter (Boston Scientific) was used for ICUS and a 0.014 inch FloWire (Cardiometrics) was used for ICD. Coronary flow velocity including average peak velocity (APV), maximal peak velocity (MPV) at rest and at hyperemia as well as coronary flow reserve (CFR) were compared in both groups in comparison to the presence or absence of plaque formation based on ICUS. CFR in the SF group (4.2±1.1) was even higher than that of the NF group (3.1±0.6, P<0.001). Department of Cardiology, University GHS Essen, Germany (Ge JB, Simon H, Jeremias A, Liu FQ, Grge G, Haude M, Baumgart D and Erbel R) Significant differences were also found concerning the APV and MPV among both groups (both P <0.001). Plaque formation was found in 7/13 patients with a lumen reduction of 21%±24% in SF group and in 7/16 of the NF group with a lumen reduction of 19%±17%. Comparison of APV, MPV and CFR in SF and NF grups. Comparison of APV, MPV and CFR in SF and NF groups[BHDFG1*2,WK8ZQ1,WK11DW,WK11DWW] SF group NF groupAPV (cm/s) Rest 7.7±2.0 21.1±5.0 * Peak31.7±14.961.3±14.2 *MPV (cm/s) Rest17.4±4.637.0±11.4 * Peak56.8±14.981.8±17.7 *CFR4.2±1.13.1±0.6 # * P<0.001, #P=0.002. Coronary slow flow phenomenon in angiography indicates reduced resting flow velocity without reduction of coronary flow reserve. 展开更多
关键词 flow Assessment of angiographic coronary slow flow phenomenon with intracoronary ultrasound and doppler flow mapping
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STOCHASTIC FLOWS OF MAPPINGS 被引量:1
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作者 Zhao Qiaoling Yan Guojun 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2007年第3期343-352,共10页
In this paper, the stochastic flow of mappings generated by a Feller convolution semigroup on a compact metric space is studied. This kind of flow is the generalization of superprocesses of stochastic flows and stocha... In this paper, the stochastic flow of mappings generated by a Feller convolution semigroup on a compact metric space is studied. This kind of flow is the generalization of superprocesses of stochastic flows and stochastic diffeomorphism induced by the strong solutions of stochastic differential equations. 展开更多
关键词 Feller convolution semigroup Daniel integral Stone's theorem stochastic flow of mappings.
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A control method applied to mixed traffic flow for the coupled-map car-following model 被引量:2
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作者 程荣军 韩祥临 +1 位作者 卢兆明 葛红霞 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第3期193-200,共8页
In light of previous work [Phys. Rev. E 60 4000 (1999)], a modified coupled-map car-following model is proposed by considering the headways of two successive vehicles in front of a considered vehicle described by th... In light of previous work [Phys. Rev. E 60 4000 (1999)], a modified coupled-map car-following model is proposed by considering the headways of two successive vehicles in front of a considered vehicle described by the optimal velocity function. The non-jam conditions are given on the basis of control theory. Through simulation, we find that our model can exhibit a better effect as p = 0.65, which is a parameter in the optimal velocity function. The control scheme, which was proposed by Zhao and Gao, is introduced into the modified model and the feedback gain range is determined. In addition, a modified control method is applied to a mixed traffic system that consists of two types of vehicle. The range of gains is also obtained by theoretical analysis. Comparisons between our method and that of Zhao and Gao are carried out, and the corresponding numerical simulation results demonstrate that the temporal behavior of traffic flow obtained using our method is better than that proposed by Zhao and Gao in mixed traffic systems. 展开更多
关键词 traffic flow coupled-map car-following model optimal velocity function feedback control schemesystem
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Flow behavior and processing map for hot deformation of ATI425 titanium alloy 被引量:13
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作者 Qinggang Meng Chunguang Bai Dongsheng Xu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2018年第4期679-688,共10页
Flow behavior and processing map play important roles in the hot deformation process of titanium alloys. In this research, compression Gleeble tests have been carried out to investigate the stress-strain relationship ... Flow behavior and processing map play important roles in the hot deformation process of titanium alloys. In this research, compression Gleeble tests have been carried out to investigate the stress-strain relationship at temperatures ranging from 700 to 1000 ℃ and strain rates ranging from 0.001 to 1 s-1 for ATI 425 titanium alloy. Arrhenius type constitutive equation was obtained to describe the compressive flow behavior with modification of additional deformation dead zone, friction model, temperature model and strain rate. The introduction of novel calculation method for α value in Arrhenius equation gives more accurate fitting than traditional one. Processing maps were drawn based on the distribution of dissipator co-content, and optimized deformation temperature and strain rate range obtained. It is proven to be accurate and effective through the experimental results. The microstructure analysis shows that more dynamic recrystallization can be achieved in the area with larger ηvalue on the processing map. 展开更多
关键词 Titanium alloy flow stress Constitutive equation Processing map
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A Comparative Study of Various Flow Instability Criteria in Processing Map of Superalloy GH4742 被引量:4
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作者 Ge Zhou Hua Ding +1 位作者 Furong Cao Beijiang Zhang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2014年第3期217-222,共6页
Hot compression tests were conducted on a Gleeble-1500D thermal simulating tester. Based on the deformation behavior and microstructural evolution of superalloy GH4742, different types of instability criteria of Prasa... Hot compression tests were conducted on a Gleeble-1500D thermal simulating tester. Based on the deformation behavior and microstructural evolution of superalloy GH4742, different types of instability criteria of Prasad, Gegel, Malas, Murty and Semiatin were compared, and the physical significance of parameters was analyzed. Meanwhile, the processing maps with different instability criteria were obtained. It was shown that instability did not occur when average power dissipation rate was larger than 50% in the temperature range of 1020- 1130℃, corresponding to the strain rate range of 5 × 10-4-3.2 × 10-3 s-1. The domain is appropriate for the processing deformation of superalloy GH4742. 展开更多
关键词 GH4742 superalloy Hot compression tests flow instability criterion Processing map
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Heat flow of harmonic maps from noncompact manifolds 被引量:1
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作者 WANG Meng LIU Xiao-feng 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2008年第4期431-436,共6页
The global existence of the heat flow for harmonic maps from noncompact manifolds is considered. When L^m norm of the gradient of initial data is small, the existence of a global solution is proved.
关键词 heat flow noncompact complete manifold harmonic map
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EXISTENCE AND NONUNIQUENESS FOR THE HEAT FLOW OF INHOMOGENEOUS HARMONIC MAP EQUATION
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作者 周春琴 《Journal of Shanghai Jiaotong university(Science)》 EI 1997年第1期2-4,10,共4页
A weak solution to the heat flow problems is constructed.Nonuniqueness results of such solutions are also shown when the first data is a weak solution to the Euler Lagrange equation but not a weakly stationary soluti... A weak solution to the heat flow problems is constructed.Nonuniqueness results of such solutions are also shown when the first data is a weak solution to the Euler Lagrange equation but not a weakly stationary solution to it. 展开更多
关键词 INHOMOGENEOUS HARMONIC map EQUATION HEAT flow of INHOMOGENEOUS HARMONIC map EQUATION weakly stationary solution
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Flow Stress Behavior and Processing Map of Al-Cu-Mg-Ag Alloy during Hot Compression 被引量:2
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作者 杨胜 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2008年第5期694-698,共5页
The hot deformation behavior of Al-Cu-Mg-Ag was studied by isothermal hot compression tests in the temperature range of 573-773 K and strain rate range of 0.001-1 s^-1 on a Gleeble 1500 D thermal mechanical simulator.... The hot deformation behavior of Al-Cu-Mg-Ag was studied by isothermal hot compression tests in the temperature range of 573-773 K and strain rate range of 0.001-1 s^-1 on a Gleeble 1500 D thermal mechanical simulator. The results show the flow stress of Al-Cu-Mg-Ag alloy increases with strain rate and decreases after a peak value, indicating dynamic recovery and recrystallization. A hyperbolic sine relationship is found to correlate well the flow stress with the strain rate and temperature, the flow stress equation is estimated to illustrate the relation of strain rate and stress and temperature during high temperature deformation process. The processing maps exhibit two domains as optimum fields for hot deformation at different strains, including the high strain rate domain in 623-773 K and the low strain rate domain in 573-673 K. 展开更多
关键词 Al-Cu-Mg-Ag alloy flow stress behavior constitutive equation processing map
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UNCERTAINTY ANALYSIS ON ZONATION MAPS OF DEBRISFLOW HAZARD IN YUNNAN PROVINCE,CHINA
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作者 LIU Xi-lin(Dapartment of Urban and Environmental Scicnces, Peking University Beijing 100871, P.R.China Institute of Moun tain Hazards and Environment, the Chinese Academy of Sicnces, Chengdu 610041,P.R.China) 《Chinese Geographical Science》 SCIE CSCD 2000年第2期138-143,共6页
Different researchers select different factors and use different methods to assess the regional hazard degrees of debris now. consequenily, even for the same region, tb.. are often different hazard zonation maps, and ... Different researchers select different factors and use different methods to assess the regional hazard degrees of debris now. consequenily, even for the same region, tb.. are often different hazard zonation maps, and there must be some uncertainty in the zonations. Thus the ceriainty analysis of zonation maps becomes obviously important.For debris now hazard, those zonation maps with a certainty analysis could provide most valuable information for land users, hazard managers and policy makers. By comparison of three researchers’ findings in Yunnan Province, this paPer shows that seven to nine iafluential factors are chosen for the zonation maps. spatial density of debris flow ravines,regional average rock-weathering coefficient, yearly precipitation, days of≥50 mm daily rainfall, and proportion of sloping land with slope≥25℃to the total land are the most acceptable factors. Mathemahcal methods of maximum-minimumvalues, upperlower limit values and Fuzzy values are used to quantify the factors. Step-by-step methodoogy is commonly used for the zonation maps. Research results show that mchmum uncedrinty is 66. 6% and minimum uncertainty is 35.7% in debris now hazard maps of zhaotong Prefecture and Yunnan Province. Therefore there is still much work for us to improve the zonation methedology. 展开更多
关键词 DEBRIS flow HAZARD ZONATION UNCERTAINTY ZONATION map
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Identification and classification of solid-liquid flow patterns in deviated and horizontal annuli
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作者 Di Yao Xiaofeng Sun Jingyu Qu 《Natural Gas Industry B》 2025年第3期386-404,共19页
During horizontal well drilling,the interaction between drilling fluid and cuttings entering the annulus generates diverse flow patterns.These solid-liquid two-phase flow patterns must be accurately predicted to optim... During horizontal well drilling,the interaction between drilling fluid and cuttings entering the annulus generates diverse flow patterns.These solid-liquid two-phase flow patterns must be accurately predicted to optimize the determination of hydraulic parameters and improve the efficiency of cuttings transport.Accordingly,this study identified flow patterns and conducted transition experiments under different inclination angles using a visualized wellbore annulus apparatus(120 mm outer diameter/73 mm inner diameter).Through direct visual observations,four primary flow patterns were systematically classified on the basis of the solid-liquid two-phase flow behaviors identified in the experiments:stable bed(SB),sand wave(SW),sand dune(SD),and bed load(BL)flows.The experimental data were then used to construct flow pattern maps with solid/liquid phases as axes,after which the transition boundaries between different flow patterns were established.The morphological characteristics and transition mechanisms of SB,SW,SD,and BL flows were systematically analyzed to develop three predictive models of the fluid dynamics principles governing these flow patterns’transitions:(1)A transition boundary model of SB and SW flows was established using Kelvin-Helmholtz stability,for which a stability analysis of solid-liquid two-phase flow in deviated and horizontal annuli was carried out.(2)A transition boundary model of SW and SD flows was constructed through an analysis of the geometric features of sand waves in the annuli,with the critical ratio of the average height of a cuttings bed to its height after erosion being 0.45.(3)A traditional critical velocity model was refined by adjusting the von Karman constant to account for the effect of solid volume concentration,yielding a boundary model for the transition of SW or SD flow into BL flow.All the models were experimentally validated.Finally,we integrated the models to develop a unified method for identifying and classifying the patterns typifying solid-liquid two-phase flow in deviated and horizontal annuli. 展开更多
关键词 Solid-liquid two-phase flow flow pattern map flow pattern transformation Cuttings transport Drilling hydraulic
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Development of Measurement System for Flow and Shape Using Array Ultrasonic Sensors 被引量:2
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作者 Munkhbat Batsaikhan Zeliang Zhang +1 位作者 Hideharu Takahashi Hiroshige Kikura 《Journal of Flow Control, Measurement & Visualization》 2021年第3期45-72,共28页
In Fukushima Daiichi Nuclear Power Plant (FDNPP) accident, the fuel debris formed in the Reactor Pressure Vessel (RPV) and Primary Containment Vessel (PCV) at Unit 1</span><span style="font-family:Verdan... In Fukushima Daiichi Nuclear Power Plant (FDNPP) accident, the fuel debris formed in the Reactor Pressure Vessel (RPV) and Primary Containment Vessel (PCV) at Unit 1</span><span style="font-family:Verdana;"> </span><span style="font-family:Verdana;">-</span><span style="font-family:Verdana;"> </span><span style="font-family:Verdana;">3. To accelerate and decide further decommissioning steps of the FDNPP, it is crucial to obtain realistic information of the debris and localize contaminated water leakage from PCV. Due to high radiation and dark environment inside the PCV, investigating instruments and techniques should necessarily to meet specification of radiation resistance, waterproofness, dust resistance and so on. This study focuses on development of ultrasonic measurement system using a couple of sectorial array sensors to localize contaminated water leakage and visualize shape of object that repre</span><span style="font-family:Verdana;">- </span><span style="font-family:Verdana;">senting fuel debris, simultaneously. In this study, Total Focusing Method</span><span style="font-family:Verdana;"> (TFM) and Ultrasonic Velocity Profiler (UVP) methods are considered to visualize object shape and flow pattern around it, respectively. To demonstrate applicability and reliability of developed measurement system with sectorial array sensors, a mock-up experiment result</span><span style="font-family:Verdana;"> </span><span style="font-family:Verdana;">of simulated water leakage and fuel debris shape were discussed in this paper. 展开更多
关键词 Reactor Decommissioning Sectorial Array Sensors Total Focusing Method (TFM) ULTRASOUND Ultrasonic Velocity Profiler (UVP) Vector flow mapping
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基于光流法算法的Visual Map快速建立方法 被引量:1
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作者 马琳 赵航 谭学治 《哈尔滨工业大学学报》 EI CAS CSCD 北大核心 2017年第11期24-29,共6页
Visual Map是一个含有丰富位置信息的图像数据库,数据库中每一幅图片或图片的特征在存储时会加入相应的位置信息.室内定位的性能与Visual Map图片的数量有关.建立庞大的图片数据库能够使得定位结果更加准确,但是花费时间成本会更大.针... Visual Map是一个含有丰富位置信息的图像数据库,数据库中每一幅图片或图片的特征在存储时会加入相应的位置信息.室内定位的性能与Visual Map图片的数量有关.建立庞大的图片数据库能够使得定位结果更加准确,但是花费时间成本会更大.针对这个问题,本文提出了使用光流法算法来建立图片数据库Visual Map.针对光流法用于室内图像的计算会受到光线明暗不同的影响以及相机转向会产生横向偏移的问题,本文对光流法进行了改进,并使用改进后的光流法算法对摄像机采集的图像序列进行计算,得到摄像机的自身位移,从而得到每一幅图片的对应的地理位置信息.实验结果表明,利用使用光流法快速建立的Visual Map进行室内定位,误差小于1米的概率是26%,误差小于2米的概率是70%.与传统的视觉室内定位法相比,定位精度虽然略有降低,但建立图像数据库所需时间消耗大大减少.相比于视频流快速建立Visual Map方法,定位效果相当,建立Visual Map所需的设备更少,要求更加宽松.利用光流法算法快速建立Visual Map能够很好的应用于室内视觉定位系统,特别是应用于大型场所以及室内场景多变化的场所. 展开更多
关键词 计算机应用 VISUAL map 光流法 室内定位系统 图像数据库
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LLFlowGAN:以生成对抗方式约束可逆流的低照度图像增强 被引量:5
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作者 黄颖 彭慧 +2 位作者 李昌盛 高胜美 陈奉 《中国图象图形学报》 CSCD 北大核心 2024年第1期65-79,共15页
目的现有低照度图像增强方法大多依赖于像素级重建,旨在学习低照度输入和正常曝光图像之间的确定性映射,没有对复杂的光照分布进行建模,从而导致了不适当的亮度及噪声。大多图像生成方法仅使用一种(显式或隐式)生成模型,在灵活性和效率... 目的现有低照度图像增强方法大多依赖于像素级重建,旨在学习低照度输入和正常曝光图像之间的确定性映射,没有对复杂的光照分布进行建模,从而导致了不适当的亮度及噪声。大多图像生成方法仅使用一种(显式或隐式)生成模型,在灵活性和效率方面有所限制。为此,改进了一种混合显式—隐式的生成模型,该模型允许同时进行对抗训练和最大似然训练。方法首先设计了一个残差注意力条件编码器对低照度输入进行处理,提取丰富的特征以减少生成图像的色差;然后,将编码器提取到的特征作为可逆流生成模型的条件先验,学习将正常曝光图像的分布映射为高斯分布的双向映射,以此来模拟正常曝光图像的条件分布,使模型能够对多个正常曝光结果进行采样,生成多样化的样本;最后,利用隐式生成对抗网络(generative adversarial network,GAN)为模型提供约束,改善图像的细节信息。特别地,两个映射方向都受到损失函数的约束,因此本文设计的模型具有较强的抗模式崩溃能力。结果实验在2个数据集上进行训练与测试,在低照度(low-light dataset,LOL)数据集与其他算法对比,本文算法在峰值信噪比(peak signal-to-noise ratio,PSNR)上均有最优表现、图像感知相似度(learned perceptual image patch similarity,LPIPS)、在结构相似性(structural similarity index measure,SSIM)上取得次优表现0.01,在无参考自然图像质量指标(natural image quality evaluator,NIQE)上取得较优结果。具体地,相较于18种现有显著性模型中的最优值,本文算法PSNR提高0.84 dB,LPIPS降低0.02,SSIM降低0.01,NIQE值降低1.05。在MIT-Adobe FiveK(Massachu-setts Institute of Technology Adobe FiveK)数据集中,与5种显著性模型进行对比,相较于其中的最优值,本文算法PSNR提高0.58 dB,SSIM值取得并列第一。结论本文提出的流生成对抗模型,综合了显式和隐式生成模型的优点,更好地调整了低照度图像的光照,抑制了噪声和伪影,提高了生成图像的视觉感知质量。 展开更多
关键词 低照度图像增强 流模型 生成对抗网络(GAN) 双向映射 复杂光照分布
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Knowledge Map编码与定位算法
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作者 骆祥峰 于志安 +1 位作者 胡庆亮 陈波 《上海大学学报(自然科学版)》 CAS CSCD 北大核心 2007年第5期605-610,共6页
该文提出用Hash来对KM(Knowledge Map)中的领域方向进行编码,形成领域方向Island.提出KM概念向量与概念间关系类型的编码方法.基于上述编码,利用Chord对海量Island进行快速定位;并在Island的控制下,提出C-Location与R-Location对相同领... 该文提出用Hash来对KM(Knowledge Map)中的领域方向进行编码,形成领域方向Island.提出KM概念向量与概念间关系类型的编码方法.基于上述编码,利用Chord对海量Island进行快速定位;并在Island的控制下,提出C-Location与R-Location对相同领域方向的KM进行快速定位.Island可使具有相同领域方向的KM自动聚集在一起.实例计算说明该方法可对KM进行有效的编码与精确的定位,并具有较强的灵活性. 展开更多
关键词 文本主题定位 知识图 语义链网络 知识流 知识网格
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动态场景下基于YOLO11n的视觉SLAM算法
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作者 冯迎宾 雒艺 王天龙 《沈阳理工大学学报》 2026年第1期8-16,23,共10页
针对动态场景导致视觉定位与建图(simultaneous localization and mapping,SLAM)算法位姿估计精度低和地图质量差等问题,提出一种结合深度学习的动态视觉SLAM算法。该算法在ORB-SLAM3前端引入轻量化且目标识别率高的YOLO11n目标检测网络... 针对动态场景导致视觉定位与建图(simultaneous localization and mapping,SLAM)算法位姿估计精度低和地图质量差等问题,提出一种结合深度学习的动态视觉SLAM算法。该算法在ORB-SLAM3前端引入轻量化且目标识别率高的YOLO11n目标检测网络,检测潜在动态区域,并结合Lucas-Kanade(LK)光流法识别其中的动态特征点,从而在剔除动态特征点的同时保留静态特征点,提高特征点利用率和位姿估计精度。此外,新增语义地图构建线程,通过去除YOLO11n识别到的动态物体点云,并融合前端提取的语义信息,实现静态语义地图的构建。在TUM数据集上的实验结果表明,相较于ORB-SLAM3,该算法在高动态序列数据集中的定位精度提升了95.02%,验证了该算法在动态环境下的有效性,能显著提升视觉SLAM系统的定位精度和地图构建质量。 展开更多
关键词 深度学习 动态视觉定位与建图 YOLO11n 静态语义地图 光流法
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