基于FPGA的深度卷积神经网络优化压缩算法研究

针对现有海量数字图像信息落后,提出了新型的压缩算法,设计出基于FPGA的视频图像采集系统.应用深度卷积神经网络优化视频图像编码算法和聚类算法实现数据特征提取,将图像与距离信息作为深度卷积神经网络的输入与输出,并利用其特征提取能力学习图像特征的距离信息,提取深度卷积神经网络中的全连接层作为编码,通过迭代调整确定图像编码,完成图像压缩.应用测试结果显示,该算法具有较高效率优势,且图像压缩解码后质量较好.     

Evaluation research on applicability of rapid iodide migration test

The applicability of the rapid iodide migration test was systematically studied. Comparative experimental tests of different test conditions, including several external voltages, test durations, concrete ages and mixing proportions, were carried out to make clear the transport behaviors of iodide under parallel electric fields. Numerical simulations were also done using the finite element method to found the correlation between chloride and iodide transport behaviors. The test and numerical results show that the chloride transport behaviors of RIM and RCM tests have a good correlation under the several conditions used in the present paper. Moreover, the influence of external conditions （external voltages, test durations） on the test results is small. Thus, it can be concluded that the RIM method is available to determine the chloride penetration resistance of the chloride-eroded structural concrete.     

AN INVESTIGATION OF THE PLASTIC ZONE IN THE VICINITY OF THE CRACK-TIP BY POSITRON ANNIHILATION TECHNIQUE

<正> 正电子湮灭技术对材料的空位、位错等缺陷均十分灵敏,已广泛用于研究点阵缺陷及有关问题。由于塑性区内部塑性变形不均匀,故其内部缺陷密度分布亦是不均匀的,可能导致不均匀的正电子湮灭效应。本文尝试用正电子湮灭技术研究裂纹顶端塑性     

车用空调器压缩机前端板铸件壳型铸造工艺实践

对前端板铸件壳型铸造中存在的铸造缺陷,采用优化浇注系统,对铁水进行二次孕育处理,调整碳当量控制在3.90%~4.15%,硅含量降低0.15%~0.20%,使产品抗拉强度≥270MPa,硬度(HB)为187~241,满足用户要求。     

热带粗轧机组立轧稳定轧制变形规律的实验研究和有限元分析

本文采用铅作为模拟材料，对热带粗轧机组平辊立轧变形规律进行了实验研究，得到了表征立轧稳定轧制阶段时轧件断面特征的四个参量与侧压量、立辊直径、板坯来料厚度及宽度之间的关系。并首次提出用超薄单元近似处理奇异点的新方法，采用全三维刚塑性可压缩有限元法对立轧稳态过程进行了理论解析，所得结果和实验结果符合较好。     

RGB-D Hand-Held Ob ject Recognition Based on Heterogeneous Feature Fusion

Ob ject recognition has many applications in human-machine interaction and multimedia retrieval. However, due to large intra-class variability and inter-class similarity, accurate recognition relying o...     

KICA模式匹配的动态过程监控与故障诊断方法

针对复杂化工过程具有的非线性、非高斯性和动态特征,提出了基于核独立成分分析(KICA)的模式匹配方法,用于动态过程监控和诊断。首先,利用滑动窗建立基准集与测试集的KICA模型,提取各自的核独立元:其次,融合余弦函数绝对值度量和距离度量,提出新的不相似度监控指标,识别训练与测试操作期间的相似模式,进行故障检测:最后,基于两类数据的核子空间之间的差异子空间,获得每个过程变量方向与该差异子空间之间的互信息,并定义新的非线性非高斯贡献度指标,进行故障诊断。基于污水处理过程的仿真结果表明,与主成分分析不相似度因子的方法、标准的独立成分分析(ICA)统计指标方法及标准的ICA T~2/SPE指标融合的贡献度方法相比,本文提出的方法具有更好的检测能力与故障诊断效果。     

A noise immunity controlled quantum teleportation protocol

Quantum Information Processing - With the advent of the Internet and information and communication technology, quantum teleportation has become an important field in information security and its...     

A secure and high-performance multi-controller architecture for software-defined networking

Controllers play a critical role in software-defined networking (SDN). However, existing single-controller SDN architectures are vulnerable to single-point failures, where a controller’s capacity can be saturated by flooded flow requests. In addition, due to the complicated interactions between applications and controllers, the flow setup latency is relatively large. To address the above security and performance issues of current SDN controllers, we propose distributed rule store (DRS), a new multi-controller architecture for SDNs. In DRS, the controller caches the flow rules calculated by applications, and distributes these rules to multiple controller instances. Each controller instance holds only a subset of all rules, and periodically checks the consistency of flow rules with each other. Requests from switches are distributed among multiple controllers, in order to mitigate controller capacity saturation attack. At the same time, when rules at one controller are maliciously modified, they can be detected and recovered in time. We implement DRS based on Floodlight and evaluate it with extensive emulation. The results show that DRS can effectively maintain a consistently distributed rule store, and at the same time can achieve a shorter flow setup time and a higher processing throughput, compared with ONOS and Floodlight.