Genetic algorithm and self organizing map based fuzzy hybrid intelligent method for color image segmentation

The grouping of pixels based on some similarity criteria is called image segmentation. In this paper the problem of color image segmentation is considered as a clustering problem and a fixed length genetic algorithm (GA) is used to handle it. The effectiveness of GA depends on the objective function (fitness function) and the initialization of the population. A new objective function is proposed to evaluate the quality of the segmentation and the fitness of a chromosome. In fixed length genetic algorithm the chromosomes have same length, which is normally set by the user. Here, a self organizing map (SOM) is used to determine the number of segments in order to set the length of a chromosome automatically. An opposition based strategy is adopted for the initialization of the population in order to diversify the search process. In some cases the proposed method makes the small regions of an image as separate segments, which leads to noisy segmentation. A simple ad hoc mechanism is devised to refine the noisy segmentation. The qualitative and quantitative results show that the proposed method performs better than the state-of-the-art methods.     

保留Word文档的修改痕迹

介绍几种保留Word文档的修改痕迹的方法.     

用VB解决CAI中的几个问题

本文利用Windows的API函数将VB窗体前置,避免教师在CAI过程中频繁切换活动窗口,并通过VB控件将各种不同的电子文档内容在窗体中显示出来。     

长安之星车用空调放大器的反求设计

长安之星空调放大器所具有延时启动、温度控制、过热保护、加速切断、点火控制以及转速控制等功能.该放大器以进口空调放大器为原型,通过其原理、结构及功能的分析,对软件和硬件分别进行反求设计,研制开发出能替代原产品的新产品.该产品硬件采用MDT2005单片机作核心控制,温度和水温采集用LM324实现模数转换,发动机转速经过两级滤波、降压后,再进入LM324作波形整理.MDT2005的8位计数器采用递增方式计数,当计至FFH时自动复零,并重新开始计数,一直循环.程序设计以循环方式与分支处理方式相结合,以实现空调放大器的各种控制功能与技术指标.     

肥料中有机质分析方法的探讨

探讨肥料中有机质的分析方法。通过对两个肥料标准中有机质的分析方法进行比较，对各标准中有机质检验过程中的影响因素进行了分析，确定了本地区有机肥料中有机质适宜的分析方法。     

A rule-based approach for robust clump splitting

This paper presents a robust rule-based approach for the splitting of binary clumps that are formed by objects of diverse shapes and sizes. First, the deepest boundary pixels, i.e., the concavity pixels in a clump, are detected using a fast and accurate scheme. Next, concavity-based rules are applied to generate the candidate split lines that join pairs of concavity pixels. A figure of merit is used to determine the best split line from the set of candidate lines. Experimental results show that the proposed approach is robust and accurate.     

An empirical InSAR-optical fusion approach to mapping vegetation canopy height

Exploiting synergies afforded by a host of recently available national-scale data sets derived from interferometric synthetic aperture radar (InSAR) and passive optical remote sensing, this paper describes the development of a novel empirical approach for the provision of regional- to continental-scale estimates of vegetation canopy height. Supported by data from the 2000 Shuttle Radar Topography Mission (SRTM), the National Elevation Dataset (NED), the LANDFIRE project, and the National Land Cover Database (NLCD) 2001, this paper describes a data fusion and modeling strategy for developing the first-ever high-resolution map of canopy height for the conterminous U.S. The approach was tested as part of a prototype study spanning some 62,000 km² in central Utah (NLCD mapping zone 16). A mapping strategy based on object-oriented image analysis and tree-based regression techniques is employed. Empirical model development is driven by a database of height metrics obtained from an extensive field plot network administered by the USDA Forest Service-Forest Inventory and Analysis (FIA) program. Based on data from 508 FIA field plots, an average absolute height error of 2.1 m (r = 0.88) was achieved for the prototype mapping zone.     

Approximation algorithms for minimizing segments in radiation therapy

Intensity modulated radiation therapy (IMRT) is one of the most effective modalities for modern cancer treatment. The key to successful IMRT treatment hinges on the delivery of a two-dimensional discrete radiation intensity matrix using a device called a multileaf collimator (MLC). Mathematically, the delivery of an intensity matrix using an MLC can be viewed as the problem of representing a non-negative integral matrix (i.e., the intensity matrix) by a linear combination of certain special non-negative integral matrices called segments, where each such segment corresponds to one of the allowed states of the MLC. The problem of representing the intensity matrix with the minimum number of segments is known to be NP-complete. In this paper, we present two approximation algorithms for this matrix representation problem. To the best of our knowledge, these are the first algorithms to achieve non-trivial performance guarantees for multi-row intensity matrices.     

有限元分析后处理中Surfer与Word的互接

为提高有限元分析后处理中等值线图的处理效率,利用VB Scripter编程实现Surfer等值线图的拼合,实现向Word中批量插入等值线图并为其设置格式、添加标题等功能.溪洛渡拱坝实例表明该程序可以减少有限元后处理的文件整理工作量.     

基于VBA技术的Word自动判卷系统的实现

介绍一种用VBA技术实现对Word文档操作的自动判卷系统。学生答题完后计算机可自动批阅并显示分数和正确解,根据得分情况给出相应的学习建议。该系统具有较高的判卷准确性,可以成为学习者平时练习和模拟考试的辅助工具。