Efficient multilevel image segmentation through fuzzy entropy maximization and graph cut optimization

The fuzzy c-partition entropy has been widely adopted as a global optimization technique for finding the optimized thresholds for multilevel image segmentation. However, it involves expensive computation as the number of thresholds increases and often yields noisy segmentation results since spatial coherence is not enforced. In this paper, an iterative calculation scheme is presented for reducing redundant computations in entropy evaluation. The efficiency of threshold selection is further improved through utilizing the artificial bee colony algorithm as the optimization technique. Finally, instead of performing thresholding for each pixel independently, the presented algorithm oversegments the input image into small regions and uses the probabilities of fuzzy events to define the costs of different label assignments for each region. The final segmentation results is computed using graph cut, which produces smooth segmentation results. The experimental results demonstrate the presented iterative calculation scheme can greatly reduce the running time and keep it stable as the number of required thresholds increases. Quantitative evaluations over 20 classic images also show that the presented algorithm outperforms existing multilevel segmentation approaches.     

基于动力有限元分析和神经网络技术的含分层复合材料层合板的损伤诊断

本文基于作者提出的含层间分层损伤层合板的动力有限元分析模型和方法,计算了分层长度和位置对含层间分层损伤层合板结构的固有频率的影响,然后应用MATLAB的神经网络工具箱建立了人工神经网络,通过典型结构的仿真结果比较,证明了采用有限元动力分析和BP网络技术相结合的方法是一种可用于复合材料层合板的分层损伤诊断的有效方法.     

“2016·7”清江流域洪水调度方案分析

2016年7月,清江流域发生了特大洪水,湖北省防汛抗旱指挥部认真研究、贯彻、落实防洪决策部署,把保障人民群众生命财产安全放在首位,反应迅速、调度灵活。经过对汛情进行研究分析,制定出了相应的措施,即采取预泄腾库迎洪、汛中错峰拦洪、汛末适时收水等,取得了清江特大洪水防御的阶段性胜利。对"2016·7"清江洪水调度方案及措施的制定、落实情况进行了总结分析,可为今后清江流域防洪调度工作提供借鉴与参考。     

提高100%无烟煤煅烧熟料早期强度的探索

1997年投产的国内首条100%燃无烟煤生产线——龙岩三德2000t/d熟料线的熟料3d强度一直偏低,平均仅为25.5MPa(新标准)。通过对3d强度因素及其相关性分析,排序为w(C2S)>熟料KH值>生料细度>入窑生料的w(Al2O3)。在此基础上,提出了调整配比,提高煤粉和生料细度质量指标以及提高石灰石和燃煤质量等一系列技术措施。     

Three-dimensional simulation using fixed coarse-grid thermal-fluid scheme and conduction heat transfer scheme in distinct element method

Three-dimensional simulation using particle-thermal-fluid coupling scheme with a mixed Lagrangian-Eulerian approach is presented and the scheme is described by extending author's previous research [Y. Shimizu, 2004. “Fluid Coupling in PFC2D and PFC3D”, numerical modeling in micromechanics via particle methods—2004, Proceeding of 2nd International PFC Conference, Balkema, 2004, pp. 281-287]. The scheme solves the continuity, Navier-Stokes (N-S) and thermal energy equations numerically in Eulerian Cartesian coordinates, then derives pressure, velocity vectors and temperature for each fixed cell by considering particle existence. On the other hand, driving forces and thermal energy from fluid are applied to the particles as external body forces and a source term in the force-displacement law and the heat transfer calculations, respectively. This paper describes the thermal scheme for both fluid and particles. Results of two- and three-dimensional simulations involving forced convective heat transfer by fluid and conduction heat transfer within particles are presented.     

代理重签名研究进展

综述了代理重签名理论及其发展状况、应用背景、一般模型和安全性定义; 通过对现有经典代理重签名方案的系统研究, 详细分析比较了其性能特性、执行效率和安全性。提出了代理重签名方案在数据安全交换中的应用, 解决了现有电子政务中数据交换存在的效率低、密钥管理复杂、交换服务器权限过大等问题。最后概括了所取得的研究成果, 并讨论了目前研究中所遇到的关键问题。     

直流输电换流站中的电流互感器配置研究

对高压直流输电( HVDC)中的电流测量进行了研究。通过对相关的测量方法和测量装置的分析,实现了对高压直流输电换流站中的电流互感器的配置设计;并结合锦苏工程的建设,对该工程用到的测量装置进行了分析。工程建设证明了该配置设计的可行性和合理性,对今后特高压直流输电工程中电流测量设备的配置方案具有很好的理论指导意义和良好的工程使用价值。     

一种改进的视网膜图像中微小动脉瘤的检测算法

基于糖尿病性视网膜病变中最早出现的微小动脉瘤病症进行了研究,提出一种有效的微小动脉瘤检测算法。首先在传统模板匹配算法的基础上提出了一种动态多参数模板匹配算法,并且使用相对误差和与相关系数来共同制约匹配度,从而实现了更为精确的匹配提取;其次提出了基于分布特性的计分策略和自适应加权的汇总策略,避免了单纯采用各个特征量作为独立约束指标进行筛选时忽视各个特征量的约束力大小的弊端。实验结果表明,该检测算法能够有效地提高微小动脉瘤的检测真阳性率。     

基于NHPP类软件可靠性通用模型研究与应用

对现有NHPP类软件可靠性模型进行分析总结,指明了已有NHPP类软件可靠性模型存在的不足及缺陷。综合考虑缺陷探测率、软件运行覆盖率、排除错误时的错误引入率等软件故障数的影响因素,提出了一种通用的NHPP类软件可靠性模型,最后对通用模型中的泛函数取特殊值后,求得期望故障数及软件可靠度,并对其进行分析,证明了所提模型的有效性。