A view-invariant and anti-reflection algorithm for car body extraction and color classification

This study proposes an intelligent algorithm with tri-state architecture for real-time car body extraction and color classification. The algorithm is capable of managing both the difficulties of viewpoint and light reflection. Because the influence of light reflection is significantly different on bright, dark, and colored cars, three different strategies are designed for various color categories to acquire a more intact car body. A SARM (Separating and Re-Merging) algorithm is proposed to separate the car body and the background, and recover the entire car body more completely. A robust selection algorithm is also performed to determine the correct color category and car body. Then, the color type of the vehicle is decided only by the pixels in the extracted car body. The experimental results show that the tri-state method can extract almost 90% of car body pixels from a car image. Over 98% of car images are distinguished correctly in their categories, and the average accuracy of the 10-color-type classification is higher than 93%. Furthermore, the computation load of the proposed method is light; therefore it is applicable for real-time systems.     

IDC信息安全管理系统建设方案探讨

根据工业和信息化部对电信企业IDC／ISP信息安全的管控要求,本文通过分析中国移动已建的IDC运营管理平台、网站备案管理系统、某内容监测系统、IDC流量流向分析控制系统、上网日志留存等多个涉及IDC信息安全系统的现状,在对上述系统进行梳理整合的基础上,补充完善相关功能,以实现对中国移动IDC系统的静态信息、实时动态流量信息进行全方位的覆盖监、管、控立体化管理。对IDC信息安全管理系统建设方案中的关键问题进行分析及总结,包括系统的主要功能、系统架构、建设原则、建设方案、安全要求等内容。     

基于AdaBoost的人脸特征挑选与特征融合算法研究

针对人脸识别中的特征挑选和特征融合问题进行研究。结合已有的基于AdaBoost的人脸特征挑选方法,挑选出最具分类能力的特征,并将挑选出的多类人脸特征在特征层进行融合,得到一个统一的人脸特征用于模式分类。通过在FERET人脸库上的实验表明,其识别方法具有良好的识别效果。     

网络环境下高校教师学习共同体的建立

随着信息技术的发展,基于网络的学习和教育越来越成为21世纪的主流教育形式.网络环境对学习者产生深远的影响,构建网络学习平台为学习共同体提供学习交流空间,使得教师不再是一个单独的个体,它使教学模式从封闭式走向开放式,从一统式走向自主式,从单一式走向综合式,从被动式走向互动式.     

基于Android系统的傅立叶变换

傅立叶变换在通信、光学、天文方面都有着极其广泛的应用.基于PC平台的研究已经相当成熟,具有较多的工具和库可以使用(如,MATLAB和FFTW开源库).但是在嵌入式系统上却很难找到相关的库和分析工具.在Android系统上更是如此.然而音频分析和游戏开发等领域傅立叶变换有着不可或缺的作用,所以在嵌入式系统上实现快速高效的傅立叶变换有着实际的应用意义.     

浅析《计算机网络》课程实验环境架构

本文针对当前贫穷地区高职高专计算机网络实验教学的特点,结合学校和本地实际情况,从实验课程教学内容及形式方法等方面探讨了计算机网络实验环境架构的有关问题.对计算机网络实验的环境构架存在的不足,给出了解决方案.     

基于响应面法的三维炮尾结构设计优化

为满足某炮尾结构布置的特殊需要,在输弹槽贯穿托弹板的开放式炮尾结构基础上,重新设计传力结构;采用基于响应面法（Response Surface Method,RSM）的多目标遗传算法NSGA-II寻找齿形传力结构的最优参数,通过编写Python脚本控制Abaqus内核实现自动前处理,对其进行有限元分析,并基于iSight实现多目标三维模型设计优化.该方法摒弃传统的二维优化三维验证的理念,将多目标遗传算法与RSM结合起来,在iSight中直接进行三维模型设计优化,可节省计算时间、提高计算效率、改善设计水平.     

CAD技术在模具制造中的应用

作为一种高附加值和高技术密集型产业,模具工业已成为当今工业发展的基础.而模具工业发展的关键主要依靠先进技术的应用,本文在介绍了模具制造技术的性质和特点的同时,试析现代模具设计、制造中应用的各种先进制造及CAD技术的应用,揭示了当前模具制造领域的发展方向.     

SSL VPN技术的应用与发展

本文介绍了SSL VPN技术的概念及其相关原理,并给出了一个利用Open VPN软件基于SSL的VPN的实现,最后总结出了SSL VPN的缺陷和改进方法。     

Test frame updating in CPM testing of Prolog programs

Category Partition Method (CPM) is a general approach to specification-based program testing, where test frame reduction and refinement are two important issues. Test frame reduction is necessary since too many test frames may be produced, and test frame refinement is important since during CPM testing new information about test frame generation may be achieved and considered incrementally. Besides the information provided by testers or users, implementation related knowledge offers alternative information for reducing and refining CPM test frames. This paper explores the idea by proposing a call patterns semantics based test frame updating method for Prolog programs, in which a call patterns analysis is used to collect information about the way in which procedures are used in a program. The updated test frames will be represented as constraints. The effect of our test frame updating is two-fold. On one hand, it removes “uncared” data from the original set of test frames; on the other hand, it refines the test frames to which we should pay more attention. The first effect makes the input domain on which a procedure must be tested a subset of the procedure’s input domain, and the latter makes testers stand more chance to find out the faults that are more likely to show their presence in the use of the program under consideration. Our test frame updating method preserves the effectiveness of CPM testing with respect to the detection of faults we care. The test case generation from the updated set of test frames is also discussed. In order to show the applicability of our method an approximation call patterns semantics is proposed, and the test frame updating on the semantics is illustrated by an example.