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Numerical modelling of the sea level under the actions of the tide and strong wind in the Bohai Sea
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作者 Zhang Yanting and Wang Yijiao First Institute of Oceanography, SOA, Qingdao, China 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1989年第4期511-520,共10页
In this paper, the numerical modelling of the tidal level and current in the Bohai Sea was carried out with ADI method, by taking the sum of four main tidal components M2,S2K2,O1 as the open boundary condition. The ca... In this paper, the numerical modelling of the tidal level and current in the Bohai Sea was carried out with ADI method, by taking the sum of four main tidal components M2,S2K2,O1 as the open boundary condition. The calculated values were consistent with the predicted ones (the observed values in the case of calm) in the Tidal Table. On the basis of the modelling of the tide, the sea level and current fields under the effects of strong wind were simulated. The calculated results were also quite satisfactory. 展开更多
关键词 HIGH Numerical modelling of the sea level under the actions of the tide and strong wind in the Bohai Sea
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Study and Implementation on the Grey Comprehensive Evaluation Support System of Ecocity 被引量:2
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作者 黄鹍 陈森发 +1 位作者 孙燕 亓霞 《Journal of Southeast University(English Edition)》 EI CAS 2002年第4期356-360,共5页
According to basic connotation and design principles of ecocity, a comparatively integrated index system is constructed in the paper. And at the same time using hierarchy grey comprehensive evaluation method, a hierar... According to basic connotation and design principles of ecocity, a comparatively integrated index system is constructed in the paper. And at the same time using hierarchy grey comprehensive evaluation method, a hierarchy grey comprehensive evaluation model of ecocity is established, then on the basis of the model, a comprehensive evaluation support system is developed, and the theoretical guidance supplied for construction of ecocity is provided. 展开更多
关键词 ecocity index system evaluating level hierarchy grey comprehensive evaluation evaluation support system
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A framework for the use of decision-support tools at various spatial scales for the management of irrigated agriculture in West-Africa
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作者 Joost Wellens Farid Traoré +1 位作者 Mamadou Diallo Bernard Tychon 《Agricultural Sciences》 2013年第8期9-15,共7页
The Kou watershed, situated in the Southwestern part of Burkina Faso, has succumbed since a couple of decades in a typical theater play of anarchistic water management. With its 1800 km2, this small watershed holds th... The Kou watershed, situated in the Southwestern part of Burkina Faso, has succumbed since a couple of decades in a typical theater play of anarchistic water management. With its 1800 km2, this small watershed holds the second largest city of Burkina Faso (Bobo-Dioulasso), a former State ran irrigated rice scheme and several informal agricultural zones. Despite the abundance on water resources, most water users find themselves regularly facing to water shortages due to an increase in population and low irrigation efficiencies. Local stakeholders are hence in need of easy-to-use and low-cost decision support tools for the monitoring and exploitation of the water resources at different spatial and user levels. A top-to-bottom string of adapted water management tools has been successfully installed to tackle the problems: from watershed (top) to field level (bottom), passing by the 1200 ha irrigation scheme. Land use maps have been derived from time-series of free satellite images. Combined with data from a network of hydrologic gauging stations, regional water use maps were established. SIMIS was put in place for the public-private management of the regions irrigated rice scheme. Day to day water use on irrigated plots was followed by soil humidity and crop canopy measurements. A simple field-cropwater balance model Aqua Crop was used by extension workers to draft optimal irrigation charts. Each tool was applied independently, requiring only limited data;but their combined results contributed to an improved integrated water management. 展开更多
关键词 IRRIGATION REMOTE Sensing MULTI-level DECISION-support tool
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Hyperspectral imaging technology to detect the vigor of thermal-damaged Quercus variabilis seeds 被引量:3
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作者 Lei Pang Jiang Xiao +1 位作者 Jingjing Ma Lei Yan 《Journal of Forestry Research》 SCIE CAS CSCD 2021年第2期461-469,共9页
This study investigated the feasibility of hyperspectral imaging techniques to estimate the vigor of heatdamaged Quercus variabilis seeds.Four thermal damage grades were classified according to heat treatment duration... This study investigated the feasibility of hyperspectral imaging techniques to estimate the vigor of heatdamaged Quercus variabilis seeds.Four thermal damage grades were classified according to heat treatment duration(0,2,5,and 10 h).After obtaining hyperspectral images with a 370–1042 nm hyperspectral imager that included visible and near infrared light,germination was tested to confirm estimates.The Savitzky–Golay(SG)second derivative was used to preprocess the spectrum to reduce any noise impact.The successive projections algorithm(SPA),principal component analysis,and local linear embedding algorithm were used to extract the characteristic spectral bands related to seed vigor.Finally,a model for seed vigor classifi-cation of Q.variabili s based on partial least squares support vector machine(LS-SVM)with different spectral data sets was developed.The results show that the spectrum after SG second derivative preprocessing was better for developing the model,and SPA performed the best among the three feature band selection methods.The combination SG second derivative-LS-SVM provided the best classification model for Q.variabilis seed vigor,with the prediction set reaching 98.81%.This study provides an important basis for rapid and nondestructive assessment of the vigor of heat-damaged seeds using hyperspectral imaging techniques. 展开更多
关键词 Seed vigor level Quercus variabilis Heat damage HYPERSPECTRAL Least squares support vector machine
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Correlation among anxiety and depression,fear of disease progression,and social support in coronary heart disease
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作者 Yan Xu Han-Xiang Ma +1 位作者 Shan-Shui Liu Qian Gong 《World Journal of Psychiatry》 SCIE 2024年第11期1708-1717,共10页
BACKGROUND The mental well-being of individuals with coronary heart disease(CHD)during the intensive care unit(ICU)transition period is a multifaceted and significant concern.In this phase,the individuals might encoun... BACKGROUND The mental well-being of individuals with coronary heart disease(CHD)during the intensive care unit(ICU)transition period is a multifaceted and significant concern.In this phase,the individuals might encounter psychological challenges like anxiety and depression,which can impede their recuperation and potentially have lasting effects on their health.AIM To investigate the correlation among psychological factors in CHD patients in the ICU transition period.METHODS A questionnaire survey was conducted with 119 patients admitted to the ICU after coronary artery bypass grafting between March and December 2023.Variations in Hamilton Anxiety Scale(HAMA)and Hamilton Depression Scale(HAMD),Fear of Progression Questionnaire-Short Form(Fop-Q-SF),and Social Support Rating Scale(SSRS)were collected and analyzed among diverse populations.We used Pearson’s correlation analysis to examine the correlation.Multiple linear regression analysis was used to explore whether these indicators influenced depression and anxiety in the patients.RESULTS The total scores for anxiety,depression,fear of disease progression,and social support were(7.50±1.41)points,(8.38±1.62)points,(35.19±8.14)points,and(36.34±7.08)points,respectively(P<0.05).Multivariate regression analysis showed that both the level of disease progression and social support affected the level of postoperative depression and anxiety in patients.CONCLUSION The anxiety and depression levels were positively related to each dimension of phobia disease progression and negatively related to each dimension of social support among patients with CHD. 展开更多
关键词 Intensive care unit transition period Coronary heart disease Anxiety and depression Fear of disease progression Social support level
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An overview of proven Climate Change Vulnerability Assessment tools for forests and forest-dependent communities across the globe:a literature analysis
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作者 Caterina Guidi Giovanni Di Matteo Stefano Grego 《Journal of Forestry Research》 SCIE CAS CSCD 2018年第5期1167-1175,共9页
Climate Change Vulnerability Assessment(VA) tools for forest ecosystems and forest-dependent communities are important for making decisions and understanding the impact of climate change on both social and natural s... Climate Change Vulnerability Assessment(VA) tools for forest ecosystems and forest-dependent communities are important for making decisions and understanding the impact of climate change on both social and natural systems.However,the tools are poorly coordinated,making it difficult for policymakers to carry out VAs properly.The aim of this study was to analyze VA literature worldwide to find representative case studies in terms of methods and tools applied and which have been successful in performing VAs on forests and forest-dependent communities.All successful VA studies analyzed had common characteristics such as significant funding,data availability and technical capacity.An additional characteristic was the development of an integrated approach that considered the vulnerability of both ecosystems and communities by combining qualitative and quantitative methods.Community members and relevant stakeholders were significantly involved in a participatory process that concluded with the identification of adaptation measures.The case studies also revealed how policymakers need to choose suitable methods and tools to undertake efficient assessment of vulnerabilities.They need to consider several aspects of the VA process such as subject matter,availability of resources,time and scale. 展开更多
关键词 Vulnerable forest ecosystems Bibliographic analysis Forest-based community Policy-maker decision supporting Adaptation actions
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Electroencephalogram evidence for the activation of human mirror neuron system during the observation of intransitive shadow and line drawing actions 被引量:1
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作者 Huaping Zhu Yaoru Sun Fang Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2013年第3期251-257,共7页
Previous studies have demonstrated that hand shadows may activate the motor cortex associated with the mirror neuron system in human brain. However, there is no evidence of activity of the human mirror neuron system d... Previous studies have demonstrated that hand shadows may activate the motor cortex associated with the mirror neuron system in human brain. However, there is no evidence of activity of the human mirror neuron system during the observation of intransitive movements by shadows and line drawings of hands. This study examined the suppression of electroencephalography mu waves (8-13 Hz) induced by observation of stimuli in 18 healthy students. Three stimuli were used: real hand actions, hand shadow actions and actions made by line drawings of hands. The results showed significant desynchronization of the mu rhythm ("mu suppression") across the sensodmotor cortex (recorded at C3, Cz and C4), the frontal cortex (recorded at F3, Fz and F4) and the central and right posterior parietal cortex (recorded at Pz and P4) under all three conditions. Our experimental findings suggest that the observation of "impoverished hand actions", such as intransitive movements of shadows and line drawings of hands, is able to activate widespread cortical areas related to the putative human mirror neuron system. 展开更多
关键词 neural regeneration clinical practice mirror neuron system action understanding direct matchinghypothesis mu suppression event-related desynchronization mu rhythm ELECTROENCEPHALOGRAM impoverished hand actions grants-supported paper photographs-containing paper neuroregeneration
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Dynamic simulation of hydrodynamic model of drum level wave action and sloshing
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作者 曹晓华 曹小玲 +1 位作者 蒋绍坚 苏明 《Journal of Central South University of Technology》 SCIE EI CAS 2007年第6期814-819,共6页
In order to build the model of the drum level wave action and sloshing, based on the method of modularization modeling, the hydrodynamic model of drum level wave action and sloshing was developed, and dynamic simulati... In order to build the model of the drum level wave action and sloshing, based on the method of modularization modeling, the hydrodynamic model of drum level wave action and sloshing was developed, and dynamic simulation researches were carried out based on the model. The results indicate that both drum level and drum length have functional relations with period of drum level wave action and sloshing. When the drum level decreases or drum length increases, the period of drum level wave action and sloshing increases, density of liquid and number of sub-module division have little influence on the period of drum level wave action and sloshing. The model was validated by the analytical solution theory of liquid’s wave action and sloshing in cuboid container, and the 3D graphics of drum level wave action and sloshing was also obtained. The model can dynamically reflect the rules of wave action and sloshing of water in the container exactly. 展开更多
关键词 hydrodynamic model model of wave action and sloshing drum level combined cycle heat recover steam generator (HRSG) natural frequency/period analytical solution
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Monitoring models for base flow effect and daily variation of dam seepage elements considering time lag effect 被引量:11
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作者 Shao-wei Wang Ying-li Xu +1 位作者 Chong-shi Gu Teng-fei Bao 《Water Science and Engineering》 EI CAS CSCD 2018年第4期344-354,共11页
Affected by external environmental factors and evolution of dam performance, dam seepage behavior shows nonlinear time-varying characteristics. In this study, to predict and evaluate the long-term development trend an... Affected by external environmental factors and evolution of dam performance, dam seepage behavior shows nonlinear time-varying characteristics. In this study, to predict and evaluate the long-term development trend and short-term fluctuation of the dam seepage behavior, two monitoring models were developed, one for the base flow effect and one for daily variation of dam seepage elements. In the first model, to avoid the influence of the time lag effect on the evaluation of seepage variation with the time effect component of seepage elements, the base values of the seepage element and the reservoir water level were extracted using the wavelet multi-resolution analysis method, and the time effect component was separated by the established base flow effect monitoring model. For the development of the daily variation monitoring model for dam seepage elements, all the previous factors, of which the measured time series prior to the dam seepage element monitoring time may have certain influence on the monitored results, were considered. Those factors that were positively correlated with the analyzed seepage element were initially considered to be the support vector machine(SVM) model input factors, and then the SVM kernel function-based sensitivity analysis was performed to optimize the input factor set and establish the optimized daily variation SVM model. The efficiency and rationality of the two models were verified by case studies of the water level of two piezometric tubes buried under the slope of a concrete gravity dam.Sensitivity analysis of the optimized SVM model shows that the influences of the daily variation of the upstream reservoir water level and rainfall on the daily variation of piezometric tube water level are processes subject to normal distribution. 展开更多
关键词 Dam seepage monitoring model Time lag effect support vector machine(SVM) Sensitivity analysis Base flow Daily variation Piezometric tube water level
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Binary Image Steganalysis Based on Distortion Level Co-Occurrence Matrix 被引量:2
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作者 Junjia Chen Wei Lu +4 位作者 Yuileong Yeung Yingjie Xue Xianjin Liu Cong Lin Yue Zhang 《Computers, Materials & Continua》 SCIE EI 2018年第5期201-211,共11页
In recent years,binary image steganography has developed so rapidly that the research of binary image steganalysis becomes more important for information security.In most state-of-the-art binary image steganographic s... In recent years,binary image steganography has developed so rapidly that the research of binary image steganalysis becomes more important for information security.In most state-of-the-art binary image steganographic schemes,they always find out the flippable pixels to minimize the embedding distortions.For this reason,the stego images generated by the previous schemes maintain visual quality and it is hard for steganalyzer to capture the embedding trace in spacial domain.However,the distortion maps can be calculated for cover and stego images and the difference between them is significant.In this paper,a novel binary image steganalytic scheme is proposed,which is based on distortion level co-occurrence matrix.The proposed scheme first generates the corresponding distortion maps for cover and stego images.Then the co-occurrence matrix is constructed on the distortion level maps to represent the features of cover and stego images.Finally,support vector machine,based on the gaussian kernel,is used to classify the features.Compared with the prior steganalytic methods,experimental results demonstrate that the proposed scheme can effectively detect stego images. 展开更多
关键词 Binary image steganalysis informational security embedding distortion distortion level map co-occurrence matrix support vector machine.
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Analyses on Temporal and Spatial Variation Characteristics of Erosion and Deposition in the Front Edge of Salt Marsh Wetland
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作者 Wenjin Zhu Xue Li +1 位作者 Mei Zhang Xiaotian Dong 《Journal of Environmental Science and Engineering(B)》 2022年第5期213-224,共12页
Taking Yancheng Nature Reserve Salt Marsh as the research object,the remote sensing images from 2005 to 2020 were interpreted by using remote sensing and geographic information system technology.In this paper,the temp... Taking Yancheng Nature Reserve Salt Marsh as the research object,the remote sensing images from 2005 to 2020 were interpreted by using remote sensing and geographic information system technology.In this paper,the temporal and spatial variation characteristics of erosion and deposition in the front edge of salt marsh wetland were analyzed.The influence of sea level rise on the annual change of salt marsh area was analyzed.The characteristics of flow and sediment movement in salt marsh and the causes of erosion and deposition in front of salt marsh were analyzed.The results showed that:(1)During 2005-2007,the sea level was relatively low,and Spartina alterniflora in salt marsh expanded to the sea.Since 2007,the front edge of salt marsh wetland has coexisted with erosion and deposition.From 2008 to 2010,the front edge of salt marsh wetland once again showed a trend of comprehensive deposition to the sea side.From 2010 to 2012,the erosion of salt marsh wetland was serious.From 2012 to 2020,the front edge of salt marsh wetland in the range of 9 km south of Xinyang estuary was eroded.(2)The correlation analysis was carried out between the area of salt marsh wetland and sea level rise.Spartina alterniflora is easily affected by sea level change,owing to it having a low ecological niche.With the rise of sea level,the area of salt marsh has been decreasing since 2013.(3)In the front sea area of salt marsh wetland,the maximum velocity of the ebb and flood can reach the threshold velocity during the spring tide.The sediment starts to move at water depth of 10 m under wave actions.Owing to wave stirs up sediment and current transports the sediment,resuspended sediment causes the erosion of marsh-edge scarps. 展开更多
关键词 Salt marsh wetland remote sensing deposition erosion sea level rise wave-current action
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基于Level-set法的液体晃荡与弹性液舱耦合作用研究 被引量:3
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作者 黄广茂 方智勇 《船舶工程》 CSCD 北大核心 2007年第6期36-40,共5页
对基于Level-set法模拟液舱液体晃荡的数值模型进行了改进,实现了对大幅晃荡引起的抨击载荷的模拟.运用水弹性力学理论论述了液体晃荡与弹性液舱耦合作用的分析方法,建立了相应的水弹性力学方程.数值算例与实验结果的比较验证了对抨击... 对基于Level-set法模拟液舱液体晃荡的数值模型进行了改进,实现了对大幅晃荡引起的抨击载荷的模拟.运用水弹性力学理论论述了液体晃荡与弹性液舱耦合作用的分析方法,建立了相应的水弹性力学方程.数值算例与实验结果的比较验证了对抨击载荷模拟的正确性;通过对晃荡载荷引起的结构响应的计算分析,得出一些关于结构响应特性的重要结论. 展开更多
关键词 船舶 level-SET 水弹性 耦合作用 抨击载荷
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Bi—Level技术解析及其临床应用 被引量:1
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作者 李振华 郑欲知 彭卫平 《医疗装备》 2003年第4期10-11,共2页
Bi—Level (双水平通气 )是一项全新的机械通气技术 。
关键词 Bi-level技术 临床应用 通气模式 双水平通气 呼吸机 机械通气
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PROFILL滚挤机床故障分析及改造
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作者 单淑梅 《制造技术与机床》 CSCD 北大核心 2012年第3期130-131,共2页
通过对PROFILL滚挤机床从动支撑轴无动作故障的原因进行分析,阐述了解决过程,并对设备进行了预防性改造。
关键词 滚挤机床 从动轴 无动作 解决过程
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The Concavity of the Gaussian Curvature of the Convex Level Sets of p-Harmonic Functions with Respect to the Height 被引量:4
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作者 Xi-Nan Ma Wei Zhang 《Communications in Mathematics and Statistics》 SCIE 2013年第4期465-489,共25页
For the p-harmonic function with strictly convex level sets,we find an auxiliary function which comes from the combination of the norm of gradient of the p-harmonic function and the Gaussian curvature of the level set... For the p-harmonic function with strictly convex level sets,we find an auxiliary function which comes from the combination of the norm of gradient of the p-harmonic function and the Gaussian curvature of the level sets of p-harmonic function.We prove that this curvature function is concave with respect to the height of the p-harmonic function.This auxiliary function is an affine function of the height when the p-harmonic function is the p-Green function on ball. 展开更多
关键词 p-harmonic function level set Gaussian curvature support function Maximum prinicple
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英国技术教育改革计划的创新与启示--基于三轮(2017-2019)“T-Level行动计划”的分析 被引量:2
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作者 朱红艳 蒋鑫 《成人教育》 北大核心 2021年第2期86-93,共8页
近年来,为了满足经济和社会发展需要,英国政府积极探索技术教育改革之路。继2017年与2018年相继推出“T-Level行动计划”之后,2019年,英国政府再次对“T-Level行动计划”进行了更新,新计划的出台预示着英国技术教育改革的最新动向。通... 近年来,为了满足经济和社会发展需要,英国政府积极探索技术教育改革之路。继2017年与2018年相继推出“T-Level行动计划”之后,2019年,英国政府再次对“T-Level行动计划”进行了更新,新计划的出台预示着英国技术教育改革的最新动向。通过总结这三份行动计划,可以发现,英国政府为推进技术教育改革实施了三大举措,即持续推出T-Level行动计划、全面布局助推T-Level走向实践、建立和完善质量保障机制。 展开更多
关键词 英国 技术教育改革 T-level行动计划 职业技术教育
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An optimal method for prediction and adjustment on gasholder level and self-provided power plant gas supply in steel works 被引量:2
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作者 李红娟 王建军 +1 位作者 王华 孟华 《Journal of Central South University》 SCIE EI CAS 2014年第7期2779-2792,共14页
An optimal method for prediction and adjustment on byproduct gasholder level and self-provided power plant gas supply was proposed.This work raises the HP-ENN-LSSVM model based on the Hodrick-Prescott filter,Elman neu... An optimal method for prediction and adjustment on byproduct gasholder level and self-provided power plant gas supply was proposed.This work raises the HP-ENN-LSSVM model based on the Hodrick-Prescott filter,Elman neural network and least squares support vector machines.Then,according to the prediction,the optimal adjustment process came up by a novel reasoning method to sustain the gasholder within safety zone and the self-provided power plant boilers in economic operation,and prevent unfavorable byproduct gas emission and equipment trip as well.The experiments using the practical production data show that the proposed method achieves high accurate predictions and the optimal byproduct gas distribution,which provides a remarkable guidance for reasonable scheduling of byproduct gas. 展开更多
关键词 HP filter Elman neural network least square support vector machine gasholder level self-provided power plant
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基于改进的Bag of Visual Words算法的SAR图像目标分类 被引量:1
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作者 王跃 薄华 《电子设计工程》 2013年第12期124-127,131,共5页
"视觉词袋"(Bag of Visual Words,BOV)算法是一种有效的基于语义特征表达的物体识别算法。针对传统BOV模型存在的不足,综合利用SAR图像的灰度和纹理特征,提出基于感兴趣目标(Target of Interest,TOI)的"视觉词袋"... "视觉词袋"(Bag of Visual Words,BOV)算法是一种有效的基于语义特征表达的物体识别算法。针对传统BOV模型存在的不足,综合利用SAR图像的灰度和纹理特征,提出基于感兴趣目标(Target of Interest,TOI)的"视觉词袋"算法。首先,对训练图像进行TOI选取,用灰度共生矩阵模型提取TOI的纹理特征,再结合灰度特征,组成多维特征向量集,以簇内相似度最高、数据分布密度最大为准则,生成"视觉词袋"。其次,对测试图像,依据已生成的"视觉词袋",采用支持向量机(Support Vector Machine,SVM)分类器,实现SAR图像感兴趣目标的有效分类。实验结果表明,与传统的"视觉词袋"构建算法相比,该算法在分类正确率提高的同时,能够在训练图像较少的情况下达到良好的分类效果。 展开更多
关键词 BAG of VISUAL Words算法 灰度共生矩阵 感兴趣目标 簇内相似度 支持向量机 目标分类
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天然气产业高级人才SUPPORT模式研究与实践——以建设中国天然气工业基地为例
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作者 赵厚川 钟琳 樊英 《天然气工业》 EI CAS CSCD 北大核心 2014年第11期148-151,共4页
中国天然气工业已进入快速发展阶段,如何培养天然气产业高级人才已成为重大战略问题。根据当前天然气产业体系建设要求,面对油气企业普遍存在的干部队伍年龄偏大、经济政工干部较多、干部队伍学历待提升等问题,借鉴川渝气区的经验,构建... 中国天然气工业已进入快速发展阶段,如何培养天然气产业高级人才已成为重大战略问题。根据当前天然气产业体系建设要求,面对油气企业普遍存在的干部队伍年龄偏大、经济政工干部较多、干部队伍学历待提升等问题,借鉴川渝气区的经验,构建了基于建设中国天然气工业基地发展战略的高级人才培养模式,即SUPPORT模式——由天然气工业基地战略管理的要素结构Strategy(战略)、Upgrade(提升)、Process(流程)、Performance(绩效)、Organization(组织)、Resource(资源)为基本管理架构的Training(培养)模式。实施高级人才培养模式的主要措施包括:1培养重要性认识与组织领导;2顶层设计与规划制定;3培养系统流程建设;4培养资源开发与可持续性;5加强后备人才选拔培养;6从严监督管理。该模式在建设中国天然气工业基地的高级人才培养实践中已取得显著效果,对加快我国天然气产业健康快速发展具有重要的理论和实践价值。 展开更多
关键词 中国天然气工业基地 高级人才培养 support模式 结构设计 保障措施 应用 效果分析
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SVM for density estimation and application to medical image segmentation
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作者 ZHANG Zhao ZHANG Su ZHANG Chen-xi CHEN Ya-zhu 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2006年第5期365-372,共8页
A method of medical image segmentation based on support vector machine (SVM) for density estimation is presented. We used this estimator to construct a prior model of the image intensity and curvature profile of the s... A method of medical image segmentation based on support vector machine (SVM) for density estimation is presented. We used this estimator to construct a prior model of the image intensity and curvature profile of the structure from training images. When segmenting a novel image similar to the training images, the technique of narrow level set method is used. The higher dimensional surface evolution metric is defined by the prior model instead of by energy minimization function. This method offers several advantages. First, SVM for density estimation is consistent and its solution is sparse. Second, compared to the traditional level set methods, this method incorporates shape information on the object to be segmented into the segmentation process. Segmentation results are demonstrated on synthetic images, MR images and ultrasonic images. 展开更多
关键词 support vector machine (SVM) Density estimation Medical image segmentation level set method
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