期刊文献+
共找到779篇文章
< 1 2 39 >
每页显示 20 50 100
Codebook Design and Beam Training for Extremely Large-Scale RIS:Far-Field or Near-Field? 被引量:21
1
作者 Xiuhong Wei Linglong Dai +2 位作者 Yajun Zhao Guanghui Yu Xiangyang Duan 《China Communications》 SCIE CSCD 2022年第6期193-204,共12页
Reconfigurable intelligent surface(RIS)is more likely to develop into extremely large-scale RIS(XL-RIS)to efficiently boost the system capacity for future 6 G communications.Beam training is an effective way to acquir... Reconfigurable intelligent surface(RIS)is more likely to develop into extremely large-scale RIS(XL-RIS)to efficiently boost the system capacity for future 6 G communications.Beam training is an effective way to acquire channel state information(CSI)for XL-RIS.Existing beam training schemes rely on the far-field codebook.However,due to the large aperture of XL-RIS,the scatters are more likely to be in the near-field region of XL-RIS.The far-field codebook mismatches the near-field channel model.Thus,the existing far-field beam training scheme will cause severe performance loss in the XL-RIS assisted nearfield communications.To solve this problem,we propose the efficient near-field beam training schemes by designing the near-field codebook to match the nearfield channel model.Specifically,we firstly design the near-field codebook by considering the near-field cascaded array steering vector of XL-RIS.Then,the optimal codeword for XL-RIS is obtained by the exhausted training procedure.To reduce the beam training overhead,we further design a hierarchical nearfield codebook and propose the corresponding hierarchical near-field beam training scheme,where different levels of sub-codebooks are searched in turn with reduced codebook size.Simulation results show the proposed near-field beam training schemes outperform the existing far-field beam training scheme. 展开更多
关键词 extremely large-scale RIS near-field codebook design beam training
在线阅读 下载PDF
Illuminating the microscopic mysteries of enamel demineralization through terahertz near-field imaging
2
作者 XIAO Feng ZHANG Xiao-Qiu-Yan +6 位作者 CHENG Li XU Xing-Xing ZHANG Tian-Yu TANG Fu HU Tao HU Min LIU Sheng-Gang 《红外与毫米波学报》 北大核心 2025年第5期720-725,共6页
Enamel demineralization often occurs in the early stage of dental caries.Studying the microscopic mechanism of enamel demineralization is essential to prevent and treat dental caries.Terahertz(THz)technolo⁃gy,especial... Enamel demineralization often occurs in the early stage of dental caries.Studying the microscopic mechanism of enamel demineralization is essential to prevent and treat dental caries.Terahertz(THz)technolo⁃gy,especially continuous wave(CW)THz near-field scanning microscopy(THz-SNOM)with its nanoscale reso⁃lution,can be promising in biomedical imaging.In addition,compared with traditional THz time-domain spec⁃troscopy(TDS),portable solid-state source as the emission has higher power and SNR,lower cost,and can ob⁃tain more precise imaging.In this study,we employ CW THz-SNOM to further break the resolution limitations of conventional THz imaging techniques and successfully achieve the near-field imaging of demineralized enamel at the nanoscale.We keenly observe that the near-field signal of the enamel significantly lowers as demineralization deepens,mainly due to the decrease in permittivity.This new approach offers valuable insights into the micro⁃scopic processes of enamel demineralization,laying the foundation for further research and treatment. 展开更多
关键词 demineralized enamel near-field scanning microscopy continuous wave TERAHERTZ
在线阅读 下载PDF
A Novel Progressive Edge Growth-Based Codebook Design for SCMA Systems
3
作者 Lei Tuofeng Ni Shuyan +2 位作者 Luo Qu Chen Shimiao Xiao Pei 《China Communications》 2025年第6期116-130,共15页
This paper proposes a class of novel progressive edge growth-based codebooks for downlink sparse code multiple access(SCMA)systems.In the first scheme,we propose to progressively design the codebooks of each resource ... This paper proposes a class of novel progressive edge growth-based codebooks for downlink sparse code multiple access(SCMA)systems.In the first scheme,we propose to progressively design the codebooks of each resource node(RN)instead of rotating a mother constellation(MC)as in the conventional SCMA works.In the other one,based on the MC,a multi-resources rotated codebooks are proposed to improve the performance of the superimposed constellations.The resultant codebooks are respectively referred to as the resource edge multidimensional codebooks(REMC)and the user edge multi-dimensional codebooks(UEMC).Additionally,we delve into the detailed design of the MC and the superimposed constellation.Then,we pay special attention to the application of the proposed schemes to challenging design cases,particularly for the high dimensional,high rate,and irregular codebooks,where the corresponding simplified schemes are proposed to reduce the complexity of codebook design.Finally,simulation results are presented to demonstrate the superiority of our progressive edge growth-based schemes.The numerical results indicate that the proposed codebooks significantly outperform the stateof-the-art codebooks.In addition,we also show that the proposed REMC codebooks outperform in the lower signal-to-noise ratio(SNR)regime,whereas the UEMC codebooks exhibit better performance at higher SNRs. 展开更多
关键词 codebook design resource edge multidimensional codebooks(REMC) sparse code multiple access(SCMA) symbol error performance user edge multi-dimensional codebooks(UEMC)
在线阅读 下载PDF
Far-Field vs. Near-Field Propagation Channels: Key Differences and Impact on 6G XL-MIMO Performance Evaluation
4
作者 Ding Zihang Zhang Jianhua +5 位作者 You Changsheng Tang Pan Xing Hongbo Yuan Zhiqiang Meng Jie Liu Guangyi 《China Communications》 2025年第10期186-198,共13页
Extremely large-scale multiple-input multiple-output(XL-MIMO)is regarded as a promis-ing technology for next-generation communication systems.However,this will expand the near-field(NF)range,rendering more users more ... Extremely large-scale multiple-input multiple-output(XL-MIMO)is regarded as a promis-ing technology for next-generation communication systems.However,this will expand the near-field(NF)range,rendering more users more likely to be located in the NF region.In this paper,we aim to answer two questions:What are the new characteristics of the NF channel?Is it necessary to develop new transciver techniques to maintain system performance within the NF region?To this end,we first review current NF channel models and analyze the differences between the existing 3GPP TR 38.901 channel model and the NF channel model,including the spherical wavefront and spatially non-stationarity.Then,we provide ex-amples on how these differences affect the XL-MIMO system performance in terms of beamforming gain and achievable rate.Simulation results demonstrate that,when using far-field(FF)technique under the NF channel,the maximum normalized beam gain loss is less than 3 dB for most users in the NF region de-fined by Rayleigh distance.Moreover,the achievable rate loss of beam training is less than 3%compared to that realized by NF technique.Finally,we demonstrate the necessity of employing NF transceiver techniques based on simulation results. 展开更多
关键词 channel model near-field communica-tion near-field effect spatial non-stationary
在线阅读 下载PDF
New construction of codebooks based on the singular linear spaces over finite fields
5
作者 LIU Xuemei ZONG Mengting +1 位作者 SHI Tong JIA Lihua 《纯粹数学与应用数学》 2025年第3期508-520,共13页
Codebooks are widely applied in code division multiple access communication systems.Based on the subspaces of singular linear spaces over the finite fields,two classes of new codebooks are constructed.Firstly,a kind o... Codebooks are widely applied in code division multiple access communication systems.Based on the subspaces of singular linear spaces over the finite fields,two classes of new codebooks are constructed.Firstly,a kind of binary codebooks are constructed by using the subspace of the singular linear space over the finite fields.According to the anzahl theorem,the parameters and the maximum correlation amplitude I_(max)(C)of the codebooks are calculated,and then given the conditions that the I_(max)(C)asymptotically reaches the Welch bound.On this basis,by mixing with Hadamard matrices,the number of columns are increased and obtain another class of new code,which further relaxes the conditions that the I_(max)(C)asymptotically reaches the Welch bound. 展开更多
关键词 codebooks singular linear spaces Welch bound Hadamard matrix
在线阅读 下载PDF
A Review of Codebooks for CSI Feedback in 5G New Radio and Beyond
6
作者 Qin Ziao Yin Haifan 《China Communications》 2025年第2期112-127,共16页
Codebooks have been indispensable for wireless communication standard since the first release of the Long-Term Evolution in 2009.They offer an efficient way to acquire the channel state information(CSI)for multiple an... Codebooks have been indispensable for wireless communication standard since the first release of the Long-Term Evolution in 2009.They offer an efficient way to acquire the channel state information(CSI)for multiple antenna systems.Nowadays,a codebook is not limited to a set of pre-defined precoders,it refers to a CSI feedback framework,which is more and more sophisticated.In this paper,we review the codebooks in 5G New Radio(NR)standards.The codebook timeline and the evolution trend are shown.Each codebook is elaborated with its motivation,the corresponding feedback mechanism,and the format of the precoding matrix indicator.Some insights are given to help grasp the underlying reasons and intuitions of these codebooks.Finally,we point out some unresolved challenges of the codebooks for future evolution of the standards.In general,this paper provides a comprehensive review of the codebooks in 5G NR and aims to help researchers understand the CSI feedback schemes from a standard and industrial perspective. 展开更多
关键词 codebook CSI 5G NR frequency division duplex Multiple-Input Multiple-Output
在线阅读 下载PDF
Direct Writing Nanostructures on Au Nano-Film by Laser Irradiating Cantilevered Scanning Near-Field Optical Microscope Tip
7
作者 Xuewen Wang Xuesong Mei +3 位作者 Hailong Yin Zhijun Wang Xiaoqiao He Jianlei Cui 《Engineering》 2025年第6期104-112,共9页
The fabrication of nanostructures beyond the diffraction limit has been the focus of nanotechnology research.Scanning probe microscopy(SPM)has attracted the attention of researchers for the detection and manufacture o... The fabrication of nanostructures beyond the diffraction limit has been the focus of nanotechnology research.Scanning probe microscopy(SPM)has attracted the attention of researchers for the detection and manufacture of nanostructures.Here,a nanosecond laser irradiated a cantilevered scanning nearfield optical microscopy(SNOM)tip and directly wrote subwavelength nanostructures on Au nano-film,without the assistance of a mask or vacuum atmosphere.This method was stable and reproducible for long-term use.The in situ morphology detection was conducted after the writing process by atomic force microscope(AFM).A feature linewidth of approximately 83.6 nm(<k/6)was confirmed using scanning electron microscopy(SEM).Linewidth of(167.8±6.6)nm was reproduced stably.Theoretical calculations revealed that the elliptical heat distribution under the SNOM tip generated different linewidths when the tip scanned vertically and horizontally.It also interpreted the influential mechanism of single-pulse energy.The simulated linewidths were consistent with the fabricated linewidths.According to the elemental analysis by energy dispersive spectrometer(EDS),the mechanism of this method can be interpreted asmelting of the Au nano-film instead of oxidation.Owing to its high positioning,machining accuracy,and instantaneous energy,this technology is considered convenient and economical for nanostructure fabrication and is proposed to be applied in nanolithography on multiple materials in the future. 展开更多
关键词 Laser direct writing NANOLITHOGRAPHY Cantilevered SNOM tip near-field manufacturing
在线阅读 下载PDF
Topological considerations for reinforced concrete modular protection systems against near-field overpressure generated by close-in detonations
8
作者 Sangyoung Han Kukjoo Kim +4 位作者 Hyeon-Jin Kim Jang-Woon Baek Hyun-Do Yun Gyu-Yong Kim Sangwoo Park 《Defence Technology(防务技术)》 2025年第11期112-125,共14页
With the increasing demand for secure infrastructure such as hydrogen refueling stations,chemical plants,and energy storage systems,the need for protective structures capable of withstanding close-in detonations has b... With the increasing demand for secure infrastructure such as hydrogen refueling stations,chemical plants,and energy storage systems,the need for protective structures capable of withstanding close-in detonations has become more critical.Existing design guidelines for protective walls(e.g.,UFC 3-340-02)primarily address mid-and far-field explosions,providing limited insights into near-field effects.Considering the effect of slight slopes(<40°)on reducing maximum reflected overpressure is deemed negligible.This study investigated the effectiveness of a reinforced concrete(RC)modular protection system(MPS)incorpo rating a diagonally tapered wall in attenuating re flected overpressures from closein detonations.Full-scale field experiments using a 51.3 kg TNT charge,representing the explosion energy of a typical hydrogen vessel rupture,demonstrated that a wall with a 7°slope significantly outperformed a vertical wall of equivalent concrete volume in terms of blast resistance.Observed structural responses included cracking,horizontal shear failure,and overturning.Complementary simulations using a validated computational fluid dynamics(CFD)model showed that the tapered wall reduced peak overpressure by 30%-40%compared to an equivalent vertical wall.This result highlights the potential of minor geometric modifications to enhance blast resilience.The tapered design effectively redirects incident blast waves,reducing localized damage while also conserving material,thus preserving modular benefits such as ease of transport and reusability.These findings suggest that diagonally tapered RC-based MPSs can offer a practical and resilient solution for industrial and military applications subject to near-field or sequential blast threats. 展开更多
关键词 Modular protective system Protective wall Close-in detonation near-field overpressure Full-scale explosion test
在线阅读 下载PDF
Experimental and numerical analysis of near-field detonation products and shock wave characteristics for cylindrical charge
9
作者 Ruilong Ma Xinjie Wang +2 位作者 Sa You Zhimin Sun Fenglei Huang 《Defence Technology(防务技术)》 2025年第11期242-258,共17页
Predictions of extreme near-field blast wave for cylindrical charge is crucial for designing sympathetic detonation protection structures,yet the quantitative analysis of detonation products and shock wave field are s... Predictions of extreme near-field blast wave for cylindrical charge is crucial for designing sympathetic detonation protection structures,yet the quantitative analysis of detonation products and shock wave field are still insufficient.The present work conducted experiments and numerical simulations of nearfield explosion for kilogram scale cylindrical charge,and investigated the propagation and spatial distribution characteristics of incident and reflected blast waves.The results show that near-field reflected overpressure exhibits multi-peak structures,which are primarily governed by reflections of detonation products and shock wave.The reflected peak overpressure dominated by detonation products shows higher sensitivity to scaled distance.Meanwhile,the Rayleigh-Taylor instability(RTI)effect induces the evolutions of detonation products and shock wave interface from smooth to random microjets,increasing dispersion of secondary re flected peak overpressure.In free-field explosion,the incident peak overpressure exhibits a dual-peak structure,governed by the shock wave front and detonation products flowing past the gauge points.The incident peak overpressure dominated by detonation products is sensitive to orientations due to the charge structures.As the aspect ratio of charge increases from 0.6 to 8,the dominant radial azimuth angle region expands from 60°-90°to 30°-90°.An empirical model was developed to predict the spatial distributions of incident peak loads at arbitrary orientations for cylindrical charge with 0.6≤L/D≤8.0 and 0.06 m·kg^(-1/3) 展开更多
关键词 near-field explosion Cylindrical charge Detonation products effect Peak loads spatial distribution Empirical predictive model
在线阅读 下载PDF
Low-Complexity Codebook Design for SCMA-Assisted Indoor Visible Light Communication Systems
10
作者 Wang Yuhao Xu Chuan +3 位作者 Yu Lisu Lyu Xinxin Chen Junyuan Wang Zhenghai 《China Communications》 2025年第6期180-192,共13页
Sparse code multiple access(SCMA)is a non-orthogonal multiple access(NOMA)scheme based on joint modulation and spread spectrum coding.It is ideal for future communication networks with a massive number of nodes due to... Sparse code multiple access(SCMA)is a non-orthogonal multiple access(NOMA)scheme based on joint modulation and spread spectrum coding.It is ideal for future communication networks with a massive number of nodes due to its ability to handle user overload.Introducing SCMA into visible light communication(VLC)systems can improve the data transmission capability of the system.However,designing a suitable codebook becomes a challenging problem when addressing the demands of massive connectivity scenarios.Therefore,this paper proposes a low-complexity design method for high-overload codebooks based on the minimum bit error rate(BER)criterion.Firstly,this paper constructs a new codebook with parameters based on the symmetric mother codebook structure by allocating the codeword power so that the power of each user codebook is unbalanced;then,the BER performance in the visible light communication system is optimized to obtain specific parameters;finally,the successive interference cancellation(SIC)detection algorithm is used at the receiver side.Simulation results show that the method proposed in this paper can converge quickly by utilizing a relatively small number of detection iterations.This can simultaneously reduce the complexity of design and detection,outperforming existing design methods for massive SCMA codebooks. 展开更多
关键词 high overload low-complexity codebook design sparse code multiple access(SCMA) successive interference cancellation(SIC) visible light communication(VLC)
在线阅读 下载PDF
Seismic fragility of unreinforced masonry buildings with bonded scrap tire rubber isolators under far-field and near-field earthquakes
11
作者 WANG Mingyang GAO Wenjun +1 位作者 LU Xilin SHI Weixing 《Journal of Southeast University(English Edition)》 2025年第2期127-139,共13页
To improve the seismic performance of unrein-forced masonry(URM)buildings in the Himalayan re-gions,including Western China,India,Nepal,and Paki-stan,a low-cost bonded scrap tire rubber isolator(BSTRI)is proposed,and ... To improve the seismic performance of unrein-forced masonry(URM)buildings in the Himalayan re-gions,including Western China,India,Nepal,and Paki-stan,a low-cost bonded scrap tire rubber isolator(BSTRI)is proposed,and a series of vertical compression and horizontal shear tests are conducted.Incremental dynamic analyses are conducted for five types of BSTRI-supported URM buildings subjected to 22 far-field and 28 near-field earthquake ground motions.The resulting fragility curves and probability of damage curves are presented and utilized to evaluate the damage states of these buildings.The results show that in the base-isolated(BI)URM buildings under seismic ground motion at a peak ground acceleration(PGA)of 1.102g,the probability of exceeding the collapse prevention threshold is less than 25%under far-field earthquake ground motions and 31%under near-field earthquake ground motions.Furthermore,the maximum average vulnerability index for the BI-URM buildings,which are designed to withstand rare earthquakes with 9°(PGA=0.632g),is 40.87%for far-field earthquake ground motions and 41.83%for near-field earthquake ground motions.Therefore,the adoption of BSTRIs can significantly reduce the collapse probability of URM buildings. 展开更多
关键词 unreinforced masonry(URM)buildings bonded scrap tire rubber isolator(BSTRI) seismic fragility damage evaluation far-field earthquake near-field earthquake
在线阅读 下载PDF
Far-field calibration of automotive millimeter wave radar via near-field implementation
12
作者 SUN Jinghu LIU Jiahuan +3 位作者 WEI Wenqiang YU Xianxiang CUI Guolong ZHANG Xiuyin 《Journal of Systems Engineering and Electronics》 2025年第3期694-700,共7页
To enhance direction of arrival(DOA)estimation accuracy,this paper proposes a low-cost method for calibrating farfield steering vectors of large aperture millimeter wave radar(mmWR).To this end,we first derive the ste... To enhance direction of arrival(DOA)estimation accuracy,this paper proposes a low-cost method for calibrating farfield steering vectors of large aperture millimeter wave radar(mmWR).To this end,we first derive the steering vectors with amplitude and phase errors,assuming that mmWR works in the time-sharing mode.Then,approximate relationship between the near-field calibration steering vector and the far-field calibration steering vector is analyzed,which is used to accomplish the mapping between the two of them.Finally,simulation results verify that the proposed method can effectively improve the angle measurement accuracy of mmWR with existing amplitude and phase errors. 展开更多
关键词 automotive millimeter wave radar far-field steering vector calibration near-field steering vector calibration direction of arrival(DOA)estimation low cost
在线阅读 下载PDF
一种基于主成分分析的Codebook背景建模算法 被引量:18
13
作者 霍东海 杨丹 +1 位作者 张小洪 洪明坚 《自动化学报》 EI CSCD 北大核心 2012年第4期591-600,共10页
混合高斯(Mixture of Gaussian,MOG)背景建模算法和Codebook背景建模算法被广泛应用于监控视频的运动目标检测问题,但混合高斯的球体模型通常假设RGB三个分量是独立的,Codebook的圆柱体模型假设背景像素值在圆柱体内均匀分布且背景亮度... 混合高斯(Mixture of Gaussian,MOG)背景建模算法和Codebook背景建模算法被广泛应用于监控视频的运动目标检测问题,但混合高斯的球体模型通常假设RGB三个分量是独立的,Codebook的圆柱体模型假设背景像素值在圆柱体内均匀分布且背景亮度值变化方向指向坐标原点,这些假设使得模型对背景的描述能力下降.本文提出了一种椭球体背景模型,该模型克服了混合高斯球体模型和Codebook圆柱体模型假设的局限性,同时利用主成分分析(Principal components analysis,PCA)方法来刻画椭球体背景模型,提出了一种基于主成分分析的Codebook背景建模算法.实验表明,本文算法不仅能够更准确地描述背景像素值在RGB空间中的分布特征,而且具有良好的鲁棒性. 展开更多
关键词 混合高斯模型 运动目标检测 codebook算法 主成分分析
在线阅读 下载PDF
结合背景更新和亮度范围的改进Codebook模型算法 被引量:2
14
作者 瞿中 辛宁 廖春梅 《计算机应用与软件》 CSCD 2016年第11期153-156,共4页
传统的Codebook背景模型算法是在RGB颜色空间下建立的,该算法计算复杂、分割质量不高且抗扰动能力较差。首先利用YUV颜色空间下亮度与色度分离的特性,建立Codebook背景模型,其次针对背景模型的亮度范围定义不合理的问题,采用码本中码字... 传统的Codebook背景模型算法是在RGB颜色空间下建立的,该算法计算复杂、分割质量不高且抗扰动能力较差。首先利用YUV颜色空间下亮度与色度分离的特性,建立Codebook背景模型,其次针对背景模型的亮度范围定义不合理的问题,采用码本中码字的Y分量均值重新定义亮度范围,最后在运动目标检测过程中使用双层码本与短时滑动窗口相结合的背景更新方法提高抗干扰能力。实验表明,改进算法的亮度范围能够随背景变化不断更新。与传统的Codebook背景模型算法相比,该算法能够有效更新背景,同时提高检测的准确性。 展开更多
关键词 codebook模型 YUV空间 背景更新 亮度
在线阅读 下载PDF
基于改进codebook算法的运动目标检测 被引量:1
15
作者 张小正 周鑫 +1 位作者 袁锁中 王从庆 《兵工自动化》 2018年第2期48-53,共6页
为解决运动目标检测算法鲁棒性和实时性差的问题,在原始codebook算法的基础上提出一种改进的codebook算法。在匹配码字时将最近更新的码字调整至码本列表的最前端,加快码字匹配的速度;以适应光照变化且运算简单的局部二值模式(local bin... 为解决运动目标检测算法鲁棒性和实时性差的问题,在原始codebook算法的基础上提出一种改进的codebook算法。在匹配码字时将最近更新的码字调整至码本列表的最前端,加快码字匹配的速度;以适应光照变化且运算简单的局部二值模式(local binary patterns,LBP)直方图向量代替原有的RGB向量,采用码本记录局部区域的纹理特性,并通过实验比较原始的codebook、混合高斯算法及改进后的codebook。结果表明:改进后的codebook算法较其他2种算法具有更快的处理速度和更好的检测效果,且增强对场景中光照变化的适应力。 展开更多
关键词 codebook算法 目标检测 前景检测 局部二值模式 统一模式
在线阅读 下载PDF
Large-eddy Simulation of Near-field Dynamics in a Particle-laden Round Turbulent Jet 被引量:3
16
作者 王兵 张会强 王希麟 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第2期162-169,共8页
This article investigates the near-field dynamics in a particle-laden round turbulent jet in a large-eddy simulation (LES). A point-force two-way coupling model is adopted in the simulation to reveal the particle mo... This article investigates the near-field dynamics in a particle-laden round turbulent jet in a large-eddy simulation (LES). A point-force two-way coupling model is adopted in the simulation to reveal the particle modulation of turbulence. The particles mainly excite the initial instability of the jet and bring about the earlier breakup of vortex rings in the near-field. The flow fluc- tuating intensity either in the axial or in the radial directions is hence increased by particles. The article also describes the mean velocity modulated by particles. The changing statistical velocity induced by particle modulation implies the effects of modulation of the local flow structures. This study is expected to be useful to the control of two-phase turbulent jets. 展开更多
关键词 large-eddy simulation particle-laden jet turbulence structures jet near-fields two-way coupling
原文传递
基于Codebook的视频火焰识别算法 被引量:4
17
作者 邵良杉 郭雅婵 《计算机应用》 CSCD 北大核心 2015年第5期1483-1487,共5页
为了提高视频火焰识别的准确度,提出了一种基于Codebook的火焰识别方法,创新地在YUV空间使用Codebook背景模型检测火焰区域,定期更新背景,综合火焰的动静态多特征进行火焰识别。首先,提取视频中的每一帧图像,利用原始图像中R、G、B三个... 为了提高视频火焰识别的准确度,提出了一种基于Codebook的火焰识别方法,创新地在YUV空间使用Codebook背景模型检测火焰区域,定期更新背景,综合火焰的动静态多特征进行火焰识别。首先,提取视频中的每一帧图像,利用原始图像中R、G、B三个分量间存在的线性关系作为颜色模型,初步提取火焰颜色区域;然后,为了利用YUV颜色空间的有利特性,将颜色空间从RGB转化到YUV,使用Codebook背景模型进行背景学习、背景差分,提取出具有火焰颜色的动态前景;最后,利用火焰面积变化率、区域重叠率、质心位移这3个特征来训练反向传播(BP)神经网络,通过训练好的神经网络判断视频图像是否存在火焰。选取相机位置以及方向固定的视频进行实验,所提算法在复杂的视频场景中的识别准确度达到96%以上。实验结果表明,所提算法有效提高识别的准确度,同时降低多种干扰物场景的误判率。 展开更多
关键词 视频 火焰 YUV颜色空间 codebook背景模型 反向传播神经网络
在线阅读 下载PDF
基于改进的Codebook算法的车轮轮廓提取 被引量:2
18
作者 殷刚 《内蒙古农业大学学报(自然科学版)》 CAS 北大核心 2014年第1期103-107,共5页
提取车轮轮廓在机动车车型识别课题中有重要作用,通过检测侧面图像车辆的车轮数便可确定被测车辆的轴数,为车型的识别提供重要的底盘信息。本文提出了一种鲁棒性较强的车轮轮廓提取方法,通过摄像机拍摄道路行驶车辆的侧面视频,利用改进... 提取车轮轮廓在机动车车型识别课题中有重要作用,通过检测侧面图像车辆的车轮数便可确定被测车辆的轴数,为车型的识别提供重要的底盘信息。本文提出了一种鲁棒性较强的车轮轮廓提取方法,通过摄像机拍摄道路行驶车辆的侧面视频,利用改进后的Codebook算法提取出目标车辆后,经圆形度初步筛选近似为圆形的目标,再通过Hough变换圆检测来验证圆,最后完成车轮轮廓的提取。 展开更多
关键词 codebook 圆形度 圆检测 轮廓提取
原文传递
基于背景Codebook模型的前景检测算法 被引量:13
19
作者 熊亮 刘伟铭 《科学技术与工程》 2010年第9期2118-2121,共4页
很多背景场景都包括复杂的运动目标,解决这种问题的较好方法是获取每个像素或者一组像素的时间序列模型,这类模型可以很好的处理时间起伏。但是,计算复杂度高而且耗时。为了获得与自适应滤波相当接近的性能。采用Codebook来建模场景中... 很多背景场景都包括复杂的运动目标,解决这种问题的较好方法是获取每个像素或者一组像素的时间序列模型,这类模型可以很好的处理时间起伏。但是,计算复杂度高而且耗时。为了获得与自适应滤波相当接近的性能。采用Codebook来建模场景中感兴趣的状态,选择RGB颜色空间模型,学习一个覆盖组成图像像素三个通道上的Codebook,可以有效的解决像素剧烈变化的问题,从而鲁棒探测出场景的前景目标。通过实验结果表明,提出的基于Codebook背景模型的目标检测方法比传统的目标检测算法具有更高的精确度和鲁棒性。 展开更多
关键词 码本 自适应滤波 背景建模 目标检测
在线阅读 下载PDF
The simulation of far-field wavelets using frequency- domain air-gun array near-field wavelets 被引量:2
20
作者 宋建国 邓勇 同昕鑫 《Applied Geophysics》 SCIE CSCD 2013年第4期461-468,512,共9页
Air-gun arrays are used in marine-seismic exploration. Far-field wavelets in subsurface media represent the stacking of single air-gun ideal wavelets. We derived single air-gun ideal wavelets using near-field wavelets... Air-gun arrays are used in marine-seismic exploration. Far-field wavelets in subsurface media represent the stacking of single air-gun ideal wavelets. We derived single air-gun ideal wavelets using near-field wavelets recorded from near-field geophones and then synthesized them into far-field wavelets. This is critical for processing wavelets in marine- seismic exploration. For this purpose, several algorithms are currently used to decompose and synthesize wavelets in the time domain. If the traveltime of single air-gun wavelets is not an integral multiple of the sampling interval, the complex and error-prone resampling of the seismic signals using the time-domain method is necessary. Based on the relation between the frequency-domain phase and the time-domain time delay, we propose a method that first transforms the real near-field wavelet to the frequency domain via Fourier transforms; then, it decomposes it and composes the wavelet spectrum in the frequency domain, and then back transforms it to the time domain. Thus, the resampling problem is avoided and single air-gun wavelets and far-field wavelets can be reliably derived. The effect of ghost reflections is also considered, while decomposing the wavelet and removing the ghost reflections. Modeling and real data processing were used to demonstrate the feasibility of the proposed method. 展开更多
关键词 Air-gun array frequency domain near-field wavelet ghost removal far-field wavelet
在线阅读 下载PDF
上一页 1 2 39 下一页 到第
使用帮助 返回顶部