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基于FACE架构的控制显示单元模拟器的设计
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作者 朱剑锋 李保霖 杨少伟 《航空电子技术》 2025年第2期15-21,共7页
本文提出一种基于未来机载能力环境架构的控制显示单元模拟器设计方案。方案采用开放式架构设计,通过标准化接口实现应用软件的“热插拔”式升级,支持在不改变底层框架的前提下,动态加载新功能模块;基于真实代码的重构技术,使模拟器在... 本文提出一种基于未来机载能力环境架构的控制显示单元模拟器设计方案。方案采用开放式架构设计,通过标准化接口实现应用软件的“热插拔”式升级,支持在不改变底层框架的前提下,动态加载新功能模块;基于真实代码的重构技术,使模拟器在保持机载设备性能要求的同时,具备地面设备的灵活配置特性;首创机载设备与模拟器双向迭代体系,通过架构中间件实现航空软件生态与模拟器环境的无缝对,有力促进航空电子系统集成和仿真。 展开更多
关键词 face架构 控制显示单元 模拟器 软件重用 双向迭代开发 face航空软件生态
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结合ArcFace与知识蒸馏的口罩人脸识别方法 被引量:1
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作者 朱周华 王蓓 《计算机应用与软件》 北大核心 2025年第7期167-174,共8页
近几年由于疫情影响,人们在公共场所需严格佩戴口罩,而传统的人脸识别系统无法识别口罩人脸。针对该问题,在ArcFace的基础上做出改进,在人脸特征提取网络IResNet中级联一个眉眼注意力模块和两个CBAM模块,在该网络的基础上使用知识蒸馏... 近几年由于疫情影响,人们在公共场所需严格佩戴口罩,而传统的人脸识别系统无法识别口罩人脸。针对该问题,在ArcFace的基础上做出改进,在人脸特征提取网络IResNet中级联一个眉眼注意力模块和两个CBAM模块,在该网络的基础上使用知识蒸馏的方法。既加快了模型的推理速度,又优化了网络的分类决策与特征映射层,使得戴或不戴口罩都保持同一身份的相似性。在六个不同的基准数据集上进行实验验证,结果表明,口罩人脸识别的精度与速度都有了较大的提升,增强了人脸识别模型在口罩人脸上的性能。 展开更多
关键词 口罩人脸识别 眉眼注意力机制 CBAM 知识蒸馏 IResNet
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Thermal Fluid-Solid Interaction Model and Experimental Validation for Hydrostatic Mechanical Face Seals 被引量:10
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作者 HUANG Weifeng LIAO Chuanjun +3 位作者 LIU Xiangfeng SUO Shuangfu LIU Ying WANG Yuming 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2014年第5期949-957,共9页
Hydrostatic mechanical face seals for reactor coolant pumps are very important for the safety and reliability of pressurized-water reactor power plants.More accurate models on the operating mechanism of the seals are ... Hydrostatic mechanical face seals for reactor coolant pumps are very important for the safety and reliability of pressurized-water reactor power plants.More accurate models on the operating mechanism of the seals are needed to help improve their performance.The thermal fluid–solid interaction(TFSI)mechanism of the hydrostatic seal is investigated in this study.Numerical models of the flow field and seal assembly are developed.Based on the mechanism for the continuity condition of the physical quantities at the fluid–solid interface,an on-line numerical TFSI model for the hydrostatic mechanical seal is proposed using an iterative coupling method.Dynamic mesh technology is adopted to adapt to the changing boundary shape.Experiments were performed on a test rig using a full-size test seal to obtain the leakage rate as a function of the differential pressure.The effectiveness and accuracy of the TFSI model were verified by comparing the simulation results and experimental data.Using the TFSI model,the behavior of the seal is presented,including mechanical and thermal deformation,and the temperature field.The influences of the rotating speed and differential pressure of the sealing device on the temperature field,which occur widely in the actual use of the seal,are studied.This research proposes an on-line and assembly-based TFSI model for hydrostatic mechanical face seals,and the model is validated by full-sized experiments. 展开更多
关键词 mechanical face seal HYDROSTATIC thermal fluid–solid interaction EXPERIMENT
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A Robust Face Recognition Method Combining LBP with Multi-mirror Symmetry for Images with Various Face Interferences 被引量:8
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作者 Shui-Guang Tong Yuan-Yuan Huang Zhe-Ming Tong 《International Journal of Automation and computing》 EI CSCD 2019年第5期671-682,共12页
Face recognition(FR) is a practical application of pattern recognition(PR) and remains a compelling topic in the study of computer vision. However, in real-world FR systems, interferences in images, including illumina... Face recognition(FR) is a practical application of pattern recognition(PR) and remains a compelling topic in the study of computer vision. However, in real-world FR systems, interferences in images, including illumination condition, occlusion, facial expression and pose variation, make the recognition task challenging. This study explored the impact of those interferences on FR performance and attempted to alleviate it by taking face symmetry into account. A novel and robust FR method was proposed by combining multi-mirror symmetry with local binary pattern(LBP), namely multi-mirror local binary pattern(MMLBP). To enhance FR performance with various interferences, the MMLBP can 1) adaptively compensate lighting under heterogeneous lighting conditions, and 2) generate extracted image features that are much closer to those under well-controlled conditions(i.e., frontal facial images without expression). Therefore, in contrast with the later variations of LBP, the symmetrical singular value decomposition representation(SSVDR) algorithm utilizing the facial symmetry and a state-of-art non-LBP method, the MMLBP method is shown to successfully handle various image interferences that are common in FR applications without preprocessing operation and a large number of training images. The proposed method was validated with four public data sets. According to our analysis, the MMLBP method was demonstrated to achieve robust performance regardless of image interferences. 展开更多
关键词 face recognition(FR) local binary pattern(LBP) FACIAL SYMMETRY image interFERENCES multi-mirror average
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Bonding Interface of W-CuCrZr Explosively Welded Composite Plates for Plasma Facing Components 被引量:4
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作者 Congxiao Sun Shuming Wang +2 位作者 Wenhao Guo Weiping Shen Changchun Ge 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2014年第12期1230-1234,共5页
In order to realize the effective jointing of tungsten and Cu Cr Zr alloys manufactured for plasma facing components(PFCs), explosive welding is employed for its some unique advantages. Different welding characteris... In order to realize the effective jointing of tungsten and Cu Cr Zr alloys manufactured for plasma facing components(PFCs), explosive welding is employed for its some unique advantages. Different welding characteristics were investigated in this study. The interfacial waveform of the welded plates changed periodically from flat-wavelet to a large wave and finally to a stable wave, which began with the detonation point. The bonding strength of the specimens is higher than 32.9 MPa. Welding hardening and the formation of microcracks occurred at the interface zone. The results demonstrate that the joining reliabilities need to be improved in order to meet the need of applications involving the use of explosive welding to fabricate tungsten-based PFCs. 展开更多
关键词 Explosive welding W-CuCrZr interfacial waveform Plasma facing components Bonding strength
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Spatial-temporal variation features and law of gas concentration in the fully mechanized working face under the condition of intermittent ventilation 被引量:2
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作者 Yinpin Cao Yimin Li Zhongning Zhou 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第6期963-969,共7页
Based on the fluid mechanics and mass transfer theory,a mathematical model of the spatial-temporal variation of gas was derived to avoid the gas accident caused by the main fan stopping ventilation under the condition... Based on the fluid mechanics and mass transfer theory,a mathematical model of the spatial-temporal variation of gas was derived to avoid the gas accident caused by the main fan stopping ventilation under the condition of intermittent ventilation in the tunnel.According to the actual parameters of the tunnel,a numerical calculation model was established.The spatial-temporal variation of gas concentration in the fully mechanized working face under the condition of intermittent ventilation was calculated by using the commercial package Fluent,and the correctness of the calculated results was verified by the actual monitoring data of the mine.Firstly,the gas concentration was calculated under different wind velocities at driving face in coal tunnel,and the result showed that the gas can be carried effectively by the wind when the wind velocity is about 1.8 m/s.Secondly,the distributions of wind velocity and gas concentration at driving face were studied at 1.8 m/s,and the result showed the gas concentration increased gradually with the distance close to the outlet,but the gas concentration almost kept constant at the height of driving face.Thirdly,the distribution of gas concentration was investigated with time after the ventilation was stopped and restarted,respectively.The gas concentration of test point gradually increased with the increment of downtime,when the downtime was 40 min,the gas concentration of test point 3 reached the maximum value.The gas concentration increased gradually and reached the maximum after10 min of restart,then sharply decreased and kept constant. 展开更多
关键词 Fully MECHANIZED working face interMITTENT ventilation Gas CONCENTRATION
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Interaction Between Conscious and Unconscious Information-Processing of Faces and Words 被引量:3
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作者 Shiwen Ren Hanyu Shao Sheng He 《Neuroscience Bulletin》 SCIE CAS CSCD 2021年第11期1583-1594,共12页
It is widely acknowledged that holistic processing is a key characteristic of face perception.Although holistic processing implies the automatic integration of face parts,it is unclear whether such processing requires... It is widely acknowledged that holistic processing is a key characteristic of face perception.Although holistic processing implies the automatic integration of face parts,it is unclear whether such processing requires the awareness of face parts.Here,we investigated the interactions between visible face parts and face parts rendered invisible using continuous flash suppression(CFS).In the first experiment with the upper half-face visible and the lower half-face invisible,the results showed that perceived face identity was influenced by the invisible lower half-face,suggesting that integration occurs between the visible and invisible face parts,a variant of the“composite face effect”.In the second experiment,we investigated the influence of visible face parts on the processing of invisible face parts,as measured by the time it took for the invisible parts to break out from CFS.The results showed a visible-to-invisible facilitation effect,that the aligned invisible face parts broke through CFS faster than when the visible and invisible face parts were misaligned.Visible eyes had a stronger influence on the invisible nose/mouth than the other way around.Such facilitation of processing from visible to invisible parts was also found when Chinese characters were used as stimuli.These results show that information integration occurs across the consciousness boundary. 展开更多
关键词 Holistic processing face Word AWARENESS Integration across conscious boundary
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Human Friendly Interface Design for Virtual Fitting Room Applications on Android Based Mobile Devices 被引量:2
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作者 Cecilia Garcia Martin Erdal Oruklu 《Journal of Signal and Information Processing》 2012年第4期481-490,共10页
This paper presents an image processing design flow for virtual fitting room (VFR) applications, targeting both personal computers and mobile devices. The proposed human friendly interface is implemented by a three-st... This paper presents an image processing design flow for virtual fitting room (VFR) applications, targeting both personal computers and mobile devices. The proposed human friendly interface is implemented by a three-stage algorithm: Detection and sizing of the user's body, detection of reference points based on face detection and augmented reality markers, and superimposition of the clothing over the user's image. Compared to other existing VFR systems, key difference is the lack of any proprietary hardware components or peripherals. Proposed VFR is software based and designed to be universally compatible as long as the device has a camera. Furthermore, JAVA implementation on Android based mobile systems is computationally efficient and it can run in real-time on existing mobile devices. 展开更多
关键词 VIRTUAL FITTING ROOM face Detection AUGMENTED REALITY VIRTUAL REALITY HUMAN Friendly interfaces
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Measurement of the surface morphology of plasma facing components on the EAST tokamak by a laser speckle interferometry approach 被引量:1
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作者 Hongbei WANG Xiaoqian CUI +4 位作者 Yuanbo LI Mengge ZHAO Shuhua LI Guangnan LUO Hongbin DING 《Plasma Science and Technology》 SCIE EI CAS CSCD 2018年第3期172-178,共7页
The laser speckle interferometry approach provides the possibility of an in situ optical noncontacted measurement for the surface morphology of plasma facing components(PFCs),and the reconstruction image of the PFC su... The laser speckle interferometry approach provides the possibility of an in situ optical noncontacted measurement for the surface morphology of plasma facing components(PFCs),and the reconstruction image of the PFC surface morphology is computed by a numerical model based on a phase unwrapping algorithm.A remote speckle interferometry measurement at a distance of three meters for real divertor tiles retired from EAST was carried out in the laboratory to simulate a real detection condition on EAST.The preliminary surface morphology of the divertor tiles was well reproduced by the reconstructed geometric image.The feasibility and reliability of this approach for the real-time measurement of PFCs have been demonstrated. 展开更多
关键词 plasma facing components laser speckle interferometry morphology measurement
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REE distribution in water-sediment interface system at deep ocean floor
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作者 Zhang Lijie Liu Jihua and Yao De ( Institute of Marine Geology, MGMR, Qingdao 266071, China) 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1994年第4期519-526,共8页
REE concentrations and distribution patterns in the different phases of water-sediment interface system at deep ocean floor were studied on the basis of samples of bottom water, sediments, interstitial water and polym... REE concentrations and distribution patterns in the different phases of water-sediment interface system at deep ocean floor were studied on the basis of samples of bottom water, sediments, interstitial water and polymetallic nodules collected from the East Pacific Basin by R/V Haiyang 4 during HY4-871 and HY4-881Cruises. It is suggested that REE concentrations in oxic interstitial water are lower than that in bottom weter,REE contents of polymetallic nodules, except Ce, are similar to that of sediments. Bottom water, sediments and interstitial water are almost the same in REE distribution patterns. MREE enrichment relative to LREE and HREE and negative Ce anomalies, MREE earichment has been found in polymetallic nodules,and Ce shows positive anomalies. REE contents in sediments increase with depth, and the vacations of distribution patterns with depth have not been found. 展开更多
关键词 The East Pacific Basin water-sediment inter face system interstitial water rare earth elements
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基于改进的Retinaface在复杂场景下的人脸检测方法研究
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作者 刘钢 高迈 赵景辉 《长春工业大学学报》 2025年第1期10-18,共9页
为了适应正常时期因环境、传染病等因素引起的口罩佩戴等复杂场景,针对人脸检测中存在的部分遮挡、角度变化、光线强度、人脸模糊等复杂环境因素,通过改进Retinaface算法来提高检测精度。首先,在主干网络的第三个输出后文中引入了感受... 为了适应正常时期因环境、传染病等因素引起的口罩佩戴等复杂场景,针对人脸检测中存在的部分遮挡、角度变化、光线强度、人脸模糊等复杂环境因素,通过改进Retinaface算法来提高检测精度。首先,在主干网络的第三个输出后文中引入了感受野增强模块CBAM_ASPP,增强模型识别不同尺寸同一物体的能力,提高人脸检测精度;其次,提出的D-FPN为对特征金字塔网络的改进,在原特征金字塔的第三层和第二层输出后加入下采样来增加整体图像的上下文和全局特征。实验结果表明,相比较原算法,在WiderFace人脸数据集的Easy、Medium、Hard分类情况下的准确率分别为92.3%、89.4%、75.8%,分别提升2.4%,2.5%,4.0%。可以看出,文中改进算法在复杂环境下人脸识别准确率进一步提高,网络性能得到改善。 展开更多
关键词 Retinaface FPN 人脸检测 深度学习
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Dislocation stability in three-phase nanocomposites with imperfect interface
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作者 Ying-Xin Zhao You-Wen Liu Qi-Hong Fang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2014年第5期693-702,共10页
Interface imperfection can significantly affect the mechanical properties and failure mechanisms as well as the strength and toughness of nanocomposites. The elastic behavior of a screw dislocation in nanoscale coatin... Interface imperfection can significantly affect the mechanical properties and failure mechanisms as well as the strength and toughness of nanocomposites. The elastic behavior of a screw dislocation in nanoscale coating with imperfect interface is studied in the three-phase composite cylinder model. The interface between inner nanoin- homogeneity and intermediate coating is assumed as perfectly bonded. The bonding between intermediate coating and outer matrix is considered to be imperfect with the assumption that interface imperfection is uniform, and a linear spring model is adopted to describe the weakness of imperfect interface. The explicit expression for image force acting on dislocation is obtained by means of a complex variable method. The analytic results indicate that inner interface effect and outer interface imperfection, simultaneously taken into account, would influence greatly image force, equilibrium position and stability of dislocation, and various critical parameters that would change dislocation stability. The weaker interface is a very strong trap for glide dislocation and, thus, a more effective barrier for slip transmission. 展开更多
关键词 Nanocomposites -Dislocation Imperfect inter- face - interface effect Complex variable method
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PFNA与Inter Tan内固定联合抗骨质疏松治疗伴骨质疏松股骨粗隆间骨折患者的效果 被引量:1
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作者 李玉华 马梓昆 +2 位作者 冯子攀 翟功伟 范志远 《河南医学研究》 2025年第3期444-448,共5页
目的观察股骨近端抗旋转髓内钉(PFNA)与Inter Tan内固定联合抗骨质疏松治疗伴骨质疏松股骨粗隆间骨折患者的效果。方法将2020年1月至2023年4月就诊于郑州人民医院的60例伴骨质疏松股骨粗隆间骨折患者采用随机法分为两组,PFNA组接受PFNA... 目的观察股骨近端抗旋转髓内钉(PFNA)与Inter Tan内固定联合抗骨质疏松治疗伴骨质疏松股骨粗隆间骨折患者的效果。方法将2020年1月至2023年4月就诊于郑州人民医院的60例伴骨质疏松股骨粗隆间骨折患者采用随机法分为两组,PFNA组接受PFNA内固定联合抗骨质疏松治疗,Inter Tan组接受Inter Tan内固定联合抗骨质疏松治疗。比较两组临床效果。结果Inter Tan组负重活动时间[(60.88±8.41)周]、早期下地行走时间[(5.94±1.07)d]短于PFNA组,切口长度[(8.61±0.87)cm]小于PFNA组,术中透视次数[(4.95±0.94)次]、术中出血量[(204.15±26.22)mL]多于PFNA组,血红蛋白(Hb)[(18.56±4.74)g·L^(-1)]和血细胞比容(Hct)下降值[(4.16±0.59)%]高于PFNA组,手术时间[(123.26±23.36)min]长于PFNA组,差异有统计学意义(P<0.05)。两组术后24周Harris评分及碱性磷酸酶(BALP)、总Ⅰ型胶原氨基端延长肽(tPⅠNP)、骨钙素(OC)较高于术前,视觉模拟评分法(VAS)评分、Ⅰ型胶原羧基端肽β特殊序列(β-CTX)低于术前,差异有统计学意义(P<0.05)。Inter Tan组术后24周Harris评分高于PFNA组,VAS评分低于PFNA组,差异有统计学意义(P<0.05)。Inter Tan组解剖复位优良率高于PFNA组,内固定松动率与PFNA组比较,差异无统计学意义(P>0.05)。结论Inter Tan内固定与PFNA内固定联合抗骨质疏松治疗伴骨质疏松股骨粗隆间骨折相比,Inter Tan内固定切口小,术后髋关节功能恢复好,术后解剖复位优良率高,但手术时间长,术中透视次数相对较多。 展开更多
关键词 骨质疏松 股骨粗隆间骨折 股骨近端抗旋转髓内钉 inter Tan内固定
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AN INVESTIGATION OF BONDING BEHAVIOUR ON THE INTERFACE OF POLYACRYLAMIDE-ALUMINOUS COMPOSITES
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作者 胡曙光 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 1993年第2期19-25,共7页
MDF cement material,a new kind of high strength polymer cement,has an exellent property of bending strength. It is supposed that this property attributes to the mechanism of improving interface strength. In this paper... MDF cement material,a new kind of high strength polymer cement,has an exellent property of bending strength. It is supposed that this property attributes to the mechanism of improving interface strength. In this paper, the bonding behaviours on the composite interface between polyacrylamide and aluninous cement are studied with microimage, XPS surface analysis technique and fracture surface analysis. Actions on the improving interface in this material are discussed. 展开更多
关键词 Polymer cement MDF cement inter facial bond
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Reconfiguration of face expressions based on the discrete capture data of radial basis function interpolation 被引量:1
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作者 ZHENG Guangguo ZHOU Dongsheng WEI Xiaopeng ZHANG Qiang 《Computer Aided Drafting,Design and Manufacturing》 2012年第2期26-31,共6页
Compactly supported radial basis function can enable the coefficient matrix of solving weigh linear system to have a sparse banded structure, thereby reducing the complexity of the algorithm. Firstly, based on the com... Compactly supported radial basis function can enable the coefficient matrix of solving weigh linear system to have a sparse banded structure, thereby reducing the complexity of the algorithm. Firstly, based on the compactly supported radial basis function, the paper makes the complex quadratic function (Multiquadric, MQ for short) to be transformed and proposes a class of compactly supported MQ function. Secondly, the paper describes a method that interpolates discrete motion capture data to solve the motion vectors of the interpolation points and they are used in facial expression reconstruction. Finally, according to this characteris- tic of the uneven distribution of the face markers, the markers are numbered and grouped in accordance with the density level, and then be interpolated in line with each group. The approach not only ensures the accuracy of the deformation of face local area and smoothness, but also reduces the time complexity of computing. 展开更多
关键词 compactly supported radial basis function interPOLATION motion capture face expressions reconfiguration
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CYCLIC DEFORMATION OF FACE CENTERED CUBIC CRYSTALS AND ITS DISLOCATION INTERACTION MODEL——Ⅱ.DISLOCATION INTERACTION MODEL OF CYCLIC DEFORMATION
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作者 JIN Nengyun Shanghai Jiaotong University Jin Nengyun,Department of Materials Science,Shanghai Jiaotong University,Shanghai 200030,China.Present address:Max-Planck-Institut für Metallforschung,Institut für Physik,7000 Stuttgart 80,FRG 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1989年第2期93-99,共7页
A dislocation interaction model has been proposed for cyclic deformation of fcc crystals.Ac- cording to this model,cyclic stress-strain responses and saturation dislocation structures of a crystal are associated with ... A dislocation interaction model has been proposed for cyclic deformation of fcc crystals.Ac- cording to this model,cyclic stress-strain responses and saturation dislocation structures of a crystal are associated with the modes and intensities of dislocation interactions between slip systems active in the crystal; and,hence,may be predicted by the location of its tensile axis in the crystallographic triangle.This model has successfully explained the different behaviours of double-slip crystals and multi-slip behaviours of some crystals with orientations usually con- sidered as single-slip ones. 展开更多
关键词 face centered cubic crystal dislocation interaction model multi-slip cyclic deformation
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Pickering Interfaces扩展了PXI微波多路复用器产品种类
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《测控技术》 CSCD 2017年第9期160-160,共1页
英国Claeton-on-Sea,Pickering Inter—faces作为业内领先的模块化信号开关和电子测试与验证仿真设备供应商,宣布为其40-785BPXI微波多路复用器产品新增了一系列50GHz的模块。这些新模块包括单或双6通道两种规格,继电器为前面板安装... 英国Claeton-on-Sea,Pickering Inter—faces作为业内领先的模块化信号开关和电子测试与验证仿真设备供应商,宣布为其40-785BPXI微波多路复用器产品新增了一系列50GHz的模块。这些新模块包括单或双6通道两种规格,继电器为前面板安装的形式,适用于切换50n最高50GHz信号的应用。单槽版本最多可以支持3个远程安装的(继电器与PXI模块分离)多路复用器。另外,所有的新模块都包含指示通道设置的LED灯,这项功能在早前的机架堆叠解决方案中已被广泛应用。 展开更多
关键词 多路复用器 PXI模块 产品种类 微波 信号开关 设备供应商 faceS inter
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Putting Faces to Names: Snapshots of Two Committee Meetings, 95 Years Apart, Emphasize Continuous International Cooperation in the Atmospheric Sciences 被引量:1
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作者 Hans VOLKERT 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2017年第5期571-575,共5页
1.Introduction Spectacular advances have been made in the atmospheric sciences on a global level during a period of one hundred years or more,which is arguably most evident through"the quiet revolution of numeric... 1.Introduction Spectacular advances have been made in the atmospheric sciences on a global level during a period of one hundred years or more,which is arguably most evident through"the quiet revolution of numerical weather prediction"(Bauer et 展开更多
关键词 Co work Putting faces to Names:Snapshots of Two Committee Meetings 95 Years Apart Emphasize Continuous international Cooperation in the Atmospheric Sciences
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基于FaceNet网络的光照变化人脸检测
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作者 刘晓伟 刘迪 《平顶山学院学报》 2025年第5期57-63,共7页
为克服光照变化对人脸识别准确性带来的挑战,设计基于FaceNet网络的光照变化人脸检测方法.应用同态滤波法建立光照预处理机制,通过低频分量的抑制和高频分量的强化来降低光照不均匀带来的影响,同步实现图像细节的突出与图像动态范围的缩... 为克服光照变化对人脸识别准确性带来的挑战,设计基于FaceNet网络的光照变化人脸检测方法.应用同态滤波法建立光照预处理机制,通过低频分量的抑制和高频分量的强化来降低光照不均匀带来的影响,同步实现图像细节的突出与图像动态范围的缩减.通过基于微粒子群优化算法的人脸光照恢复方法生成人脸检测图像的光照恢复版本,实现人脸检测图像的光照恢复.通过FaceNet网络实现人脸检测,网络结构由Inception-ResNet-v1、L2正则化及三元组损失函数构成.测试结果表明,该方法在LFW和CASIA-WebFace两大数据集上的NIQE提升效果均达0.7以上,识别准确度均高于0.92. 展开更多
关键词 同态滤波 faceNet网络 Inception-ResNet-v1 微粒子群优化算法 光照变化 人脸检测
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