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基于LLE和KRR的人体动作重构算法研究 被引量:1
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作者 刘剑 龚志恒 +1 位作者 吴成东 高恩阳 《计算机应用研究》 CSCD 北大核心 2014年第1期311-315,共5页
人体动作重构是当前图像处理的热点问题,针对其问题的特点,提出一种全新的LLE与KRR相结合的人体动作重构方法。首先针对图像的颜色和深度信息,提取人体动作骨架,建立动作训练集;再将训练集转变为动作向量库,采用LLE算法计算人体动作的... 人体动作重构是当前图像处理的热点问题,针对其问题的特点,提出一种全新的LLE与KRR相结合的人体动作重构方法。首先针对图像的颜色和深度信息,提取人体动作骨架,建立动作训练集;再将训练集转变为动作向量库,采用LLE算法计算人体动作的低维流形,并对流形数据作相关分析;最后,将预测的低维衔接动作点逆映射回高维欧氏空间,首次应用KRR算法解决传统降维不可逆映射问题,从而使动作重构得以实现。实验结果表明:通过对流形动作点相互映射得到的重构动作较为理想,针对不同自由度的动作过程,所提出的人体动作重构方法有很好的效果。 展开更多
关键词 局部线性嵌入 人体动作重构 核岭回归 流形 逆映射
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面向AR沙盘异地协同标绘的动作重构技术 被引量:2
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作者 李维浩 姚世明 +1 位作者 李蔚清 苏智勇 《北京理工大学学报》 EI CAS CSCD 北大核心 2019年第12期1298-1303,1320,共7页
为真实再现增强现实环境下全息沙盘异地协同标绘的交互过程,提出了一种基于视频的异地协同标绘动作重构技术.使用单目RGB相机采集作业人员的实时视频信息,基于YOLO实现多人检测,并确定作业人员在三维空间中的相对位置关系;基于改进的Res... 为真实再现增强现实环境下全息沙盘异地协同标绘的交互过程,提出了一种基于视频的异地协同标绘动作重构技术.使用单目RGB相机采集作业人员的实时视频信息,基于YOLO实现多人检测,并确定作业人员在三维空间中的相对位置关系;基于改进的ResNet网络对检测到的每个作业人员进行关节点的三维位置预测;然后将估算出的本地作业人员的关节位置实时传送到异地,经过逆向运动学及低通滤波器的优化驱动虚拟化身的运动.实验结果表明,能够准确地再现异地作业人员的标绘动作,满足实际应用需求. 展开更多
关键词 协同标绘 多人检测 ResNet 三维姿态估计 动作重构
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Elastic-plastic seismic response of CRTS II slab ballastless track system on high-speed railway bridges 被引量:11
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作者 YAN Bin LIU Shi +2 位作者 PU Hao DAI GongLian CAI XiaoPei 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2017年第6期865-871,共7页
China railways track structure II (CRTS II) slab ballastless track on bridge is one kind of track structures unique to China. Its main bearing component of longitudinal force is the continuous base plate rather than ... China railways track structure II (CRTS II) slab ballastless track on bridge is one kind of track structures unique to China. Its main bearing component of longitudinal force is the continuous base plate rather than rail. And the track-bridge interaction is weakened by the sliding layer installed between base plate and bridge deck. In order to study the dynamic response of CRTS II slab ballastless track on bridge under seismic action, a 3D nonlinear dynamic model for simply-supported bridges and CRTS II track was established, which considered structures such as steel rail, fasteners, track plate, mortar layer, base plate, sliding layer, bridge, consolidation, anchors, stoppers, etc. Then its force and deformation features under different intensities of seismic excitation were studied. As revealed, the seismic response of the system increases with the increase of seismic intensity. The peak stresses of rail, track plate and base plate all occur at the abutment or anchors. Both track plate and base plate are about to crack. Besides, the rapid relative displacement between base plate and bridge deck due to the small friction coefficient of sliding layer is beneficial to improve the seismic performance of the system. During the earthquake, a large vertical displacement appears in base plate which leads to frequent collisions between stoppers and base plate, as a result, stoppers may be damaged. 展开更多
关键词 railway engineering simply supported beam ballastless track seismic response elastic-plastic collision finite element analysis
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