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基于改进Hough森林的对象检测方法 被引量:2
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作者 李子龙 刘伟铭 《计算机工程与应用》 CSCD 北大核心 2011年第26期4-6,共3页
基于Hough森林的对象检测是隐式形状模型(ISM)的改进,它借助随机森林完成广义Hough变换。为了进一步提高其检测效果,充分利用训练图像中对象位置是已知的知识,改进了经典的偏移量不确定性度量方法,并优化随机森林的投票,使在Hough空间... 基于Hough森林的对象检测是隐式形状模型(ISM)的改进,它借助随机森林完成广义Hough变换。为了进一步提高其检测效果,充分利用训练图像中对象位置是已知的知识,改进了经典的偏移量不确定性度量方法,并优化随机森林的投票,使在Hough空间中真正对象的位置获得更多投票和更高的投票值。实验验证了该方法相比于经典的方法,具有更准确的对象检测效果。 展开更多
关键词 对象检测 隐式形状模型 hough森林
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冲击作用下花岗岩的Ⅰ型裂纹形态及断面粗糙度研究 被引量:1
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作者 王雪松 郭连军 +3 位作者 刘鑫 邓丁 张久洋 徐振洋 《岩土力学》 EI CAS CSCD 北大核心 2023年第7期1925-1936,1948,共13页
岩体工程中岩石常因动载作用产生断裂,研究岩石在冲击荷载下Ⅰ型裂纹的响应规律,采用分离式霍普金森压杆试验系统开展了侧开单裂纹三角形(single cleavage triangle,简称SCT)花岗岩试样的动态冲击断裂试验。采用Hough变换方法实现了表... 岩体工程中岩石常因动载作用产生断裂,研究岩石在冲击荷载下Ⅰ型裂纹的响应规律,采用分离式霍普金森压杆试验系统开展了侧开单裂纹三角形(single cleavage triangle,简称SCT)花岗岩试样的动态冲击断裂试验。采用Hough变换方法实现了表面裂纹形态长度及角度分布的定量描述,分析了表面裂纹形态与试样吸收能量的关系;并利用三维表面形貌仪获取了断面的三维点云数据,提出了基于拟合曲面阈值检测的断面重构方法,有效解决了断面三维点云数据误差点出现导致的误差问题;讨论了断面粗糙度与试件吸收能量间的关系。结果表明:随着吸收能量的增大,裂纹长度的指数分布λ值有增大的趋势;裂纹角度的分布较为平均,水平方向上的裂纹相对较少,试件能量耗散较低时,裂纹具有明显的方向性,能量耗散较高时,裂纹的弯曲程度更高且贯通性较好;断面重构方法在x、y方向点数的0.03~0.08,阈值为0.25时能够较好的完成断面处理,试件A、B断面的粗糙度统计参数随能量耗散的增大呈下降趋势。 展开更多
关键词 SCT试件 岩石断裂 hough变换 断面粗糙度 Ⅰ型裂纹
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The source of tropospheric tides
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作者 Xing Li WeiXing Wan +1 位作者 JinBin Cao ZhiPeng Ren 《Earth and Planetary Physics》 CSCD 2020年第5期449-460,共12页
With the method of Hough mode decomposition(HMD),the tidal sources of the three main tidal components,namely,the migrating components DW1(diurnal westward propagating wavenumber 1)and SW2(semidiurnal westward propagat... With the method of Hough mode decomposition(HMD),the tidal sources of the three main tidal components,namely,the migrating components DW1(diurnal westward propagating wavenumber 1)and SW2(semidiurnal westward propagating wavenumber 2)and the non-migrating component DE3(diurnal eastward propagating wavenumber 3),at the tropospheric altitudes(1–12 km)and in the latitude range of±60°,were obtained from National Centers for Environmental Prediction(NCEP)Climate Forecast System Reanalysis(CFSR)data during the interval from 1988 to 2011.We analyzed these sources in detail at 6 km and obtained the main properties of their yearly variations.The DW1 source was found to present a weak seasonal variation in the lower latitudes(about±10°–15°).That is,the amplitudes of the DW1 sources were larger in the summer months than in the winter months,and DW1 presented semi-annual variation near the equator(±10°)such that the DW1 source was larger at the equinoxes than at the solstices.In addition,the SW2 source was symmetric and was stronger in the southern hemisphere than in the northern hemisphere.The SW2 source presented remarkable annual and semi-annual variation such that the amplitudes were largest during the March equinox months and larger during the June solstice months.In contrast,DE3 appeared mainly around the equatorial latitudes within about±30°.The DE3 source presented remarkable semiannual variation that was larger around the solstices than the equinoxes in the southern hemisphere,and it was opposite in the northern hemisphere.By HMD,we found that the tropospheric tides were primarily dominated by some leading propagating Hough modes,specifically,the(1,1),(2,3),and(3,3)modes;the influences of the other Hough modes were negligible.The consequences of an El Niño–Southern Oscillation modulation of tidal amplitudes for the energy and momentum budgets of the troposphere may now be expected to attract attention.In summary,the above yearly variations of the main tidal sources and the Hough coefficients demonstrate that an HMD analysis can be used to investigate the tropospheric tides. 展开更多
关键词 tropospheric tides hough mode decomposition yearly variations
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复杂背景下航拍图像的电力线自动提取算法 被引量:3
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作者 陈竹安 邹梓龙 +3 位作者 徐志芳 彭嘉琪 施陈敬 洪志强 《测绘通报》 CSCD 北大核心 2022年第4期37-43,共7页
无人机对电力线巡检的关键问题是如何从复杂背景的航拍图像中准确地提取电力线。本文提出了一种基于二维变分模态分解(2D-VMD)提取电力线的新算法。首先对原始航拍图像进行预处理,加快数据处理速度;然后采用2D-VMD算法对预处理后的图像... 无人机对电力线巡检的关键问题是如何从复杂背景的航拍图像中准确地提取电力线。本文提出了一种基于二维变分模态分解(2D-VMD)提取电力线的新算法。首先对原始航拍图像进行预处理,加快数据处理速度;然后采用2D-VMD算法对预处理后的图像进行分解,通过改进后的点锐度算法,选取带有电力线特征的IMF分量图,并利用Roberts算子进行边缘检测;最后利用形态学改进的Hough变换,完成对电力线的提取。试验结果表明,本文方法比传统的Canny算子结合Hough变换方法、LSD方法、Roberts算法结合形态学改进的Hough变换方法更具精确性、抗噪性、自动化。 展开更多
关键词 复杂背景 二维变分模态分解 Roberts算法 形态学 hough变换
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哈夫模具设计 被引量:1
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作者 苏畅安 《模具工程》 2010年第11期80-82,共3页
本文以汽车上的香水盒塑料件模具为例,阐述了哈夫模具结构设计要点与工作过程,特别是滑块里的水路设计方法,虽然增加工难度,但完美的解决了生产过程中模具散热问题。
关键词 哈夫模 滑块
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基于霍夫变换的大气偏振模式∞字形重构方法
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作者 吴川 范之国 +1 位作者 徐超 宋燕 《量子电子学报》 CAS CSCD 北大核心 2018年第2期142-148,共7页
提出了一种基于霍夫变换的大气偏振模式∞字形重构方法,基于偏振角数学模型获得了∞字形表征方程,运用霍夫变换求解未知参数,从偏振角信息中求解方程参数,进而重构出∞字形。实验结果表明∞字形重构精度优于99%,提出的方法可以有效地从... 提出了一种基于霍夫变换的大气偏振模式∞字形重构方法,基于偏振角数学模型获得了∞字形表征方程,运用霍夫变换求解未知参数,从偏振角信息中求解方程参数,进而重构出∞字形。实验结果表明∞字形重构精度优于99%,提出的方法可以有效地从偏振模式中重构出∞字形,为后续偏振光导航提供了一种新的思路. 展开更多
关键词 信息光学 仿生偏振光导航 ∞字形 霍夫变换 大气偏振模式
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Global structures of the DE3 tide 被引量:4
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作者 CHEN ZeYu LU DaRen 《Chinese Science Bulletin》 SCIE EI CAS 2009年第6期1073-1079,共7页
The Hough mode decomposition (HMD) is used to investigate the global structures of the eastward propagating diurnal tide of zonal wavenumber 3 (DE3). The tide is delineated by using the SABER/ TIMED temperatures colle... The Hough mode decomposition (HMD) is used to investigate the global structures of the eastward propagating diurnal tide of zonal wavenumber 3 (DE3). The tide is delineated by using the SABER/ TIMED temperatures collected during 2002―2006. The HMD analysis results show that the DE3 tide is primarily dominated by two leading propagating Hough modes, i.e., (-3, 3) and (-3, 4) modes; the in-fluences .of the other Hough modes including trapped modes can be neglected. Based upon the HMD analysis results, this paper first reported the maximum of the tidal activity in the MLT region. The re-sults show that the DE3 tide exhibits annual unimodal distribution with the maximal amplitude occur-ring at 110 km in late summer (around July each year). Moreover, characteristic 2-year period variation is observed in the (-3, 3) Hough mode. And this type of inter-annual variation is further reflected in the tidal amplitude at 110 km height. For example, corresponding to the 2-year variation of the (-3, 3) mode, the DE3 tidal amplitude exhibits two substantially enhanced activities with maximal amplitude exceed-ing 12 K in 2002 and 2004, respectively. Moreover, current investigation results indicate that the influ-ence of the second propagating Hough mode, (-3, 4) mode, is important, in particular at the height un-der 100 km, where the DE3 amplitudes exhibit antisymmetric distribution with respect to the equator. The (-3, 4) mode exhibits bimodal distribution over a yearly course, which dominates the DE3 tide in the lower mesosphere. For example, two maximal DE3 activities were observed in late-winter-to-early- spring and late-autumn-to-early-winter, respectively. The first maximum is seen in the south of the equator, and the second maximum is in the north of it. 展开更多
关键词 大蛋白 潮流 结构 头盔显示器 大振幅 模式分解 年际变化 调查结果
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