期刊文献+
共找到5篇文章
< 1 >
每页显示 20 50 100
深度学习算法下多模态人体动作实时跟踪仿真
1
作者 刘丰平 杜远坤 侯惠芳 《计算机仿真》 2024年第9期157-161,共5页
人体的运动姿态多样,光影和噪声等因素对人体运动特征的提取和分析具有很大影响。且人体动作跟踪过程若目标存在遮挡,易导致目标丢失问题,严重影响人体动作跟踪的精准度。为解决上述问题,引入深度学习方法中的自编码器,提出新的多模态... 人体的运动姿态多样,光影和噪声等因素对人体运动特征的提取和分析具有很大影响。且人体动作跟踪过程若目标存在遮挡,易导致目标丢失问题,严重影响人体动作跟踪的精准度。为解决上述问题,引入深度学习方法中的自编码器,提出新的多模态人体动作实时跟踪方法。通过对人体动作图像采集处理,完成人体动作特征的粗提取;利用自编码器对粗特征增强,实现人体动作特征的细提取,建立常规人体动作特征模板;利用核相关滤波(kernel correlation filter,KCF)获取响应函数峰值,建立目标丢失判据,结合特征匹配算法,计算跟踪目标与区域化结构特征之间相似度,确定最佳跟踪目标,实现人体动作的实时跟踪。实验结果表明,所提方法的动作跟踪精准度高,时延短,表明所提方法的跟踪效果好。 展开更多
关键词 深度学习算法 多模态人体动作 实时跟踪方法 人体动作特征 跟踪算法
下载PDF
我国南极科考站附近气旋的特征分析 被引量:8
2
作者 秦听 魏立新 李珵 《海洋学报》 CAS CSCD 北大核心 2017年第5期44-60,共17页
本文基于欧洲中心的ERA-Interim再分析数据,采用雷丁大学的气旋自动识别与追踪算法,建立了1979-2013年中国南极科学考察站长城站、中山站以及泰山站划定的统计区域内气旋数据集。基于这套数据,分析了3个站区附近气旋的气候特征,包括:气... 本文基于欧洲中心的ERA-Interim再分析数据,采用雷丁大学的气旋自动识别与追踪算法,建立了1979-2013年中国南极科学考察站长城站、中山站以及泰山站划定的统计区域内气旋数据集。基于这套数据,分析了3个站区附近气旋的气候特征,包括:气旋数量、空间分布、强度、加深率等,并研究了达到爆发性发展的气旋的时空特征。分析表明,长城站以及中山站气旋数量均有增加趋势,但都未达到显著水平;泰山站气旋数量的减少趋势达到显著性水平。3个站区的气旋统计表明,长城站统计区域内气旋活动最频繁,且爆发性气旋活动相对较多;中山站、长城站气旋的数量和空间分布具有季节变化,气旋数量夏季较其他3个季节偏少、偏弱;泰山站气旋活动最少,并且大部分影响到该站的气旋都处于消亡阶段,气旋的强度较弱,故气旋活动对该站的影响较弱。 展开更多
关键词 南极科考站 气旋活动 气旋自动追踪算法
下载PDF
Variations in Extratropical Cyclone Activity in Northern East Asia 被引量:14
3
作者 王新敏 翟盘茂 王萃萃 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2009年第3期471-479,共9页
Based on an improved objective cyclone detection and tracking algorithm, decadal variations in extratropical cyclones in northern East Asia are studied by using the ECMWF 40 Year Reanalysis (ERA-40) sea-level pressu... Based on an improved objective cyclone detection and tracking algorithm, decadal variations in extratropical cyclones in northern East Asia are studied by using the ECMWF 40 Year Reanalysis (ERA-40) sea-level pressure data during 1958-2001. The results reveal that extratropieal cyclone activity has displayed clear seasonal, interannual, and decadal variability in northern East Asia. Spring is the season when cyclones occur most frequently. The spatial distribution of extratropieal cyclones shows that cyclones occur mainly within the 40°- 50°N latitudinal band in northern East Asia, and the most frequent region of occurrence is in Mongolia. Furthermore, this study also reveals the fact that the frequency of extratropieal cyclones has significantly decreased in the lower latitude region of northern East Asia during 1958 2001, but deeadal variability has dominated in higher latitude bands, with frequent cyclone genesis. The intensity of extratropical cyclones has decreased on an annual and seasonal basis. Variation of the annual number of cyclones in northern East Asia is associated with the mean intensity of the baroelinie frontal zone, which is influenced by climate warming in the higher latitudes. Moreover, the dipole structure of extratopical cyclone change, with increases in the north and decreases in the southern part of northern East Asia, is related to the northward movement of the baroelinic frontal zone on either side of 110°E. 展开更多
关键词 ERA-40 SLP extratropical cyclones variability East Asia cyclone detection and trackingalgorithms
下载PDF
基于连续帧图像面积变化的火灾探测方法 被引量:4
4
作者 刘伯运 赵博 王腾 《消防科学与技术》 CAS 北大核心 2016年第12期1723-1725,共3页
针对传统视频火灾探测方法误报率高、适用性弱的缺点,基于火焰在连续帧图像上的面积变化规律,提出了一种新的火灾探测方法。首先利用RGB-HSI颜色模型筛选出单帧图像中的疑似火焰区域,再结合区域跟踪算法和面积极大值统计计算出疑似火焰... 针对传统视频火灾探测方法误报率高、适用性弱的缺点,基于火焰在连续帧图像上的面积变化规律,提出了一种新的火灾探测方法。首先利用RGB-HSI颜色模型筛选出单帧图像中的疑似火焰区域,再结合区域跟踪算法和面积极大值统计计算出疑似火焰区域的闪烁频率,从而实现火灾探测。酒精火和远距离强光背景下的火焰探测实验证明:该方法能够排除常见干扰源的影响,对于室内火灾探测具有一定的实用价值。 展开更多
关键词 图像探测 火灾探测 区域跟踪算法
下载PDF
GLOBAL EXISTENCE OF SOLUTIONS FOR A MULTI-PHASE FLOW: A BUBBLE IN A LIQUID TUBE AND RELATED CASES
5
作者 Debora AMADORI Paolo BAITI +1 位作者 Andrea CORLI Edda DAL SANTO 《Acta Mathematica Scientia》 SCIE CSCD 2015年第4期832-854,共23页
In this paper we study the problem of the global existence (in time) of weak entropic solutions to a system of three hyperbolic conservation laws, in one space dimension, for large initial data. The system models th... In this paper we study the problem of the global existence (in time) of weak entropic solutions to a system of three hyperbolic conservation laws, in one space dimension, for large initial data. The system models the dynamics of phase transitions in an isothermal fluid; in Lagrangian coordinates, the phase interfaces are represented as stationary contact discontinuities. We focus on the persistence of solutions consisting in three bulk phases separated by two interfaces. Under some stability conditions on the phase configuration and by a suitable front tracking algorithm we show that, if the BV-norm of the initial data is less than an explicit (large) threshold, then the Cauchy problem has global solutions. 展开更多
关键词 hyperbolic systems of conservation laws phase transitions wave-front trackingalgorithm
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部