Human motion retrieval from hand-drawn sketch

The rapid growth of motion capture data increases the importance of motion retrieval. The majority of the existing motion retrieval approaches are based on a labor-intensive step in which the user browses and selects a desired query motion clip from the large motion clip database. In this work, a novel sketching interface for defining the query is presented. This simple approach allows users to define the required motion by sketching several motion strokes over a drawn character, which requires less effort and extends the users’ expressiveness. To support the real-time interface, a specialized encoding of the motions and the hand-drawn query is required. Here, we introduce a novel hierarchical encoding scheme based on a set of orthonormal spherical harmonic (SH) basis functions, which provides a compact representation, and avoids the CPU/processing intensive stage of temporal alignment used by previous solutions. Experimental results show that the proposed approach can well retrieve the motions, and is capable of retrieve logically and numerically similar motions, which is superior to previous approaches. The user study shows that the proposed system can be a useful tool to input motion query if the users are familiar with it. Finally, an application of generating a 3D animation from a hand-drawn comics strip is demonstrated.     

Effect of an increase in the nitrogen content of the working gas on the microstructure of reactive sputtered TiN thin films

TiN films were deposited on (100)-Si substrates by RF-reactive sputtering. The effects of processing parameters and substrate orientation on the stoichiometry, resistivity and microstructure of reactively sputtered TiN thin films were investigated. The RF-power was fixed at 50 W, and the nitrogen content in the working gas was adjusted so that target nitridation occurred at a relatively low nitrogen content, 2.6% N₂, in a fixed total flow rate of gases of 46.25 standard cubic centimetres (sccm). The N₂ percentage was varied from 2.6% to 15.4%. The films were continuous and 200 nm thick. Films deposited with the substrate facing the target exhibited 111-texturing, while films on substrates lying in the same plane of the target surface had 100-texturing. Both X-rays photoelectron spectroscopy and high-resolution detailed scans of the Auger electron energy spectrum were used for the stoichiometry determination. On the 100-textured TiN films, the N/Ti ratio was 1.0 at low N₂ flow rates; the N/Ti ratio rapidly increased with N₂ flow rate, and then levelled off. The films had resistivities ranging from 85 to 1340 µ cm, and the functional dependence of both N/Ti and the resistivity values behaved similarly with increasing N₂. X-ray single-line profile analysis of the 200-reflection indicated that the average crystallite size decreased and the average strain increased with increasing nitrogen content in the working gas. The Si/TiN structures were heat treated in the temperature range from 300 to 600°C in a quartz tube under 1 atm (10⁵Pa) of flowing high purity Ar gas. Heat treatment at 300°C did not affect the TiN film integrity, while treatment at 400–600°C resulted in void-type defects.     

火炮磁流变后坐系统仿真

将磁流变技术应用于火炮反后坐装置是目前正在发展的一种降低火炮后坐力的新技术,优化火炮反后坐装置控制,达到实时调节阻力。针对某型号火炮,在建立动力学模型和电磁模型的基础上设计了磁流变反后坐系统。为实现理想的后坐控制规律,提出了PID和模糊控制算法。利用ADAMS和MATLAB进行联合仿真,仿真结果表明,在后坐行程范围内,最大后坐阻力分别为3.71×105N,3.53×105N,相比传统火炮减小了13%和17%,并且模糊控制的后坐阻力曲线具有良好的"平台效应",实现了控制目标,表明磁流变阻尼器良好的可控性和应用于火炮后坐系统中的可行性。     

有限遥测速率下卫星遥测数据设计方法研究

针对国内小卫星常用的统一遥测模式,讨论了在遥测速率受限的条件下,分包遥测格式设计应满足的基本条件;定义了分包遥测数据格式设计过程中的包编码损失率,并以此作为包数据格式编码效率的评价函数;分析了分包遥测数据格式设计过程中包长度、包采样周期等参数变化对评价函数的影响,进而给出了分包遥测数据格式设计中的应满足的条件和遵循的原则。     

铸轧铝板坯晶粒度的控制

晶粒度是影响铸轧铝板坯性能的重要因素。论述了铸轧铝板坯产生粗大晶粒的主要原因及其预防措施。     

云关系模式及其应用*

在云变换的基础上,结合非经典关系数据库理论提出了云关系模式,给出了云关系模式的定义,探讨了云关系模式的意义,并将它应用于学生成绩数据库中,改进了目前学生定性评定方法,克服了其中的主观因素,实例证明该方法具有可行性.     

火力发电厂自动加氧处理系统的研究与应用

针对超(超)临界机组不采用加氧处理,给水系统容易发生流动加速腐蚀(影响安全)、水冷壁结垢速率高(降低锅炉效率)、锅炉酸洗周期短(影响效益)、水冷壁节流孔堵塞(影响安全)、凝结水精处理运行周期短(影响节能减排)等实际问题,通过融合预测控制技术及自适应控制技术,提出了符合现代火电机组加氧工况要求的先进解决方案自动加氧装置.该技术通过研制加氧流量传感器,产生与氧气流量对应的电子信号,将与流量相关的电子信号送到PLC,与流量设定值进行比对,再调节氧气流量调节门,实现加氧量的精准控制,最终实现闭环控制,并能有效减少在稳定工况及升、降负荷过程中凝结水、给水氧量关键参数的波动,控制参数十分平稳,确保了大型火电机组的安全、稳定及高效运行.     

离子液体改性花生壳对铬离子的吸附行为与机制

研究了用离子液体改性花生壳,并考察了改性花生壳对Cr(Ⅵ)的吸附行为与机制.结果表明:在改性花生壳用量10 g/L、温度50℃、初始Cr(Ⅵ)质量浓度10 mg/L条件下,改性花生壳对Cr(Ⅵ)的吸附率达99.82％;吸附过程符合Langmuir等温吸附模型,为单分子层吸附,吸附发生在均匀的吸附点位上,理论最大吸附量qm=9.70 mg/g;RL=0.221<1,表明吸附过程为优惠吸附;吸附过程符合准二级动力学模型,动力学常数k2=0.0452 g/(mg·min),理论平衡吸附量qe=1.14 mg/L,表明吸附过程主要为化学吸附.     

基于IPSO-GRU深度学习算法的海底管道缺陷尺寸磁记忆定量反演模型

针对海底管道缺陷磁记忆定量反演的难题,提出一种基于改进粒子群优化的门控循环神经网络模型,即IPSO-GRU模型。以两端焊有盲板的X52管道作为实验材料,其上预制有不同直径、深度的缺陷,采用TSC-5M-32磁记忆检测仪,外接11-6W非接触探头,进行水下磁记忆检测试验,提取不同缺陷尺寸的磁记忆信号特征值。考虑到磁记忆信号特征值随缺陷尺寸呈复杂的非线性变化,引入门控循环神经网络,利用其双门结构能够记忆缺陷处的信号特征,非线性回归拟合能力强的特点,构建海底管道缺陷定量反演模型,进一步考虑到模型超参数选择的随机性,采用改进粒子群算法进行超参数寻优。验证结果表明:该模型对缺陷深度反演平均精度达96%;对缺陷直径反演平均精度达93%,为海底管道缺陷的磁记忆定量化识别与反演提供了新的思路和方法。      

不锈钢复合板热疲劳性能分析

利用冷热疲劳试验机模拟分析了冷热循环对不锈钢复合板热疲劳性能的影响,并采用扫描电镜、电子探针和电子背散射衍射仪对热疲劳试样V形缺口及裂纹区域的形貌和成分进行了深入分析。结果表明,不锈钢复合板热疲劳试样经 20~550 ℃ 7 500次冷热循环后,结合界面处V形缺口区出现微裂纹,且微裂纹起裂于V形缺口尖端基层侧。随着冷热循环的继续进行,微裂纹向基层内扩展,但并非沿着结合界面处扩展,而是沿着基层侧扩展。此外,热疲劳裂纹的起裂和扩展与氧化和应力作用有关,微裂纹起裂于热疲劳试样 V 形缺口区域基层侧表层局部氧化孔洞,并在冷热循环的应力作用下向基层内扩展,同时加剧氧化。随着冷热循环的继续进行,晶界氧化逐渐加剧,导致微裂纹扩展成更为明显的裂纹。