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基于运动能量模型的人体运动检索算法 被引量:2
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作者 冯林 孙焘 +2 位作者 于孝航 沈骁 潘晓雯 《计算机工程》 CAS CSCD 北大核心 2009年第15期26-28,共3页
提出一种新的借助于运动中产生的能量对运动进行描述的模型。引入运动协调性的概念,利用支持向量机和索引序列对运动进行粗分类。采用基于Keogh下界的线性索引算法精确地度量输入运动和候选动作之间的相似性。实验结果表明,该检索方法... 提出一种新的借助于运动中产生的能量对运动进行描述的模型。引入运动协调性的概念,利用支持向量机和索引序列对运动进行粗分类。采用基于Keogh下界的线性索引算法精确地度量输入运动和候选动作之间的相似性。实验结果表明,该检索方法具有较好的速度和准确性。 展开更多
关键词 运动捕捉 运动检索 人体运动能量模型 人体运动协调性模型 Keogh下界
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一种基于MEM-LBP的动作特征提取及识别方法 被引量:5
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作者 陈恩庆 樊军博 《计算机应用研究》 CSCD 北大核心 2018年第4期1277-1280,共4页
针对动作识别中如何有效地利用人体运动的三维信息的问题,提出一种新的基于深度视频序列的特征提取和识别方法。该方法首先运用运动能量模型(MEM)来表征人体动态特征,即先将整个深度视频序列投影到三个正交的笛卡尔平面上,再把每个投影... 针对动作识别中如何有效地利用人体运动的三维信息的问题,提出一种新的基于深度视频序列的特征提取和识别方法。该方法首先运用运动能量模型(MEM)来表征人体动态特征,即先将整个深度视频序列投影到三个正交的笛卡尔平面上,再把每个投影面的视频序系列划分为能量均等的子时间序列,分别计算子序列的深度运动图能量,从而得到运动能量模型(MEM)。然后利用局部二值模式(LBP)描述符对运动能量模型编码,进一步提取人体运动的有效信息。最后用l2范数协同表示分类器进行动作分类识别。在MSR Action3D、MSR Gesture3D数据库上测试所提方法,实验结果表明该方法有较高的识别效果。 展开更多
关键词 人体动作识别 深度视频序列 运动能量模型 局部二值模式 深度运动
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MPEG-21数字项适配技术研究
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作者 赵刚 杨宗凯 何建华 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2005年第8期65-68,共4页
研究了MPEG-21数字项适配DIA(Digital Item Adaptation)框架及媒体格式独立(format-independent)的资源适配机制,结合H.264/AVC视频感知运动能量模型PME(Perceived Motion Energy),提出了一套基于MPEG-21 DIA的H.264/AVC视频适配模型和... 研究了MPEG-21数字项适配DIA(Digital Item Adaptation)框架及媒体格式独立(format-independent)的资源适配机制,结合H.264/AVC视频感知运动能量模型PME(Perceived Motion Energy),提出了一套基于MPEG-21 DIA的H.264/AVC视频适配模型和系统,并设计了多媒体资源适配引擎,提出了相应的资源适配决策算法,即在满足网络可用带宽的约束条件下,丢弃低感知质量层的视频帧,而尽可能多地保留高感知质量层的视频帧.实验结果表明,大部分测试视频序列在丢帧率平均达到50 %~60 %的时候,其用户主观感受质量评分仍可以达到可接受的程度(一般),而视频传输速率平均有24 %的减少.该系统不仅保证了视频适配后较高的用户视觉主观感知质量,而且实现了独立于媒体编码格式的视频适配机制,提高了多媒体适配系统的灵活性和可扩展性. 展开更多
关键词 视频 数字项适配 感知运动能量模型 决策算法
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Dynamic Response Analysis of a Floating Mooring System 被引量:1
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作者 LE Conghuan DING Hongyan ZHANG Puyang 《Journal of Ocean University of China》 SCIE CAS 2014年第3期381-389,共9页
An innovative floating mooring system with two or more independent floating mooring platforms in the middle and one rigid platform on each side is proposed for improving efficiency and safety in shallow water. For thi... An innovative floating mooring system with two or more independent floating mooring platforms in the middle and one rigid platform on each side is proposed for improving efficiency and safety in shallow water. For this new system, most of collision energy is absorbed through the displacement of floating platforms. In order to illustrate the validity of the system, a series of model tests were conducted at a scale of 1:40. The coupled motion characteristics of the floating mooring platforms were discussed under regular and irregular waves, and the influences of wave direction and other characteristics on dynamic response of the system were analyzed. The results show that the mooring system is safest at 0° of wave incident angle, whereas the most dangerous mooring state occurs at 90° of wave incident angle. Motion responses increase with the increase of wave height, but are not linearly related to changes in wave height. 展开更多
关键词 floating mooring system model test wave characteristics impact force motion response
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A novel tuned heave plate system for heave motion suppression and energy harvesting on semi-submersible platforms 被引量:1
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作者 LIU Kun OU Jin Ping 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第6期897-912,共16页
Deepwater offshore structures such as semi-submersible platforms suffer powerful ocean waves due to their location and site condition. The long distance away from the shore also brings many difficulties to energy supp... Deepwater offshore structures such as semi-submersible platforms suffer powerful ocean waves due to their location and site condition. The long distance away from the shore also brings many difficulties to energy supply for the platform operation. How to reduce the response of the platform and convert the wave energy into electrical power is a meaningful topic. In this paper, a tuned heave plate system(THP) is presented and designed to be employed on a semi-submersible platform for heave motion suppression and energy harvesting. This THP system is composed of spring supports, a power take-off system(PTO), and a heave plate. The PTO system is a permanent magnet linear generator(PMLG), which could directly convert the kinetic energy of the heave plate into electronic power. The stiffness of the spring supports is designed based on the principle of the tuned mass damper(TMD). The numerical model of the platform and the THP system is established according to the hydrodynamic analysis results of the platform. The model is tested and modified by scale model tests on the platform in the wave tank. A parameter study, including the size, tuned period, and damping ratio of the THP system, is conducted systematically based on the numerical model. The optimal parameters of the THP are selected due to the maximum heave motion reduction under severe wave conditions in South China Sea. The performance of the semi-submersible with and without the THP system under different wave conditions is analyzed. It is demonstrated that this novel tuned heave plate system could reduce the heave motion of the semi-submersible platform significantly and generate considerable power, which makes the THP system have a broad prospect for development. 展开更多
关键词 heave motion SEMI-SUBMERSIBLE wave energy harvesting wave energy converter TMD
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