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In such doing, this dissertation serves as a step stone for papers of its counterparts to come, and, more importantly, it proposes a strategic alternative to the realization of models for image processing. This dissertation consists of three major parts. In the first part, detailed discussions and delicate analyses of academic papers on Cellular Neural Network will be provided in the hope of helping us see the potentiality of Cellular Neural Network in the applications of image processing. I will focus on the aforementioned limitations on hardware compilation as well. In the second part, I will put forth "texture analysis" as one basic model of analysis when we apply Cellular Neural Network to image processing. In this so-called texture analysis, a useful "spatial feature" is especially drawn to help us overcome possible problems of more complicated Cellular Neural Network applications in image processing."Spatial feature" also serves as a well-functioning mechanism for technology of image identification. In the last part of this thesis, I will look into a case study, where Cellular Neural Network is applied to help de-screen document image. Using it as an example, we will see how algorithms of Cellular Neural Network may be of marvelous use in applications in document image processing, since it would reduce a great deal of calculation and computation when applied to software compilation, yet opens up unlimited possibilities for higher-speed hardware compilation of high-level image processing.

这篇论文主要可以分为三大部分：在第一部份里，我们会详细地说明并讨论在过去到现在大部分将分子类神经网路应用於影像处理的相关文献及未来所有可能的发展和技术，另外也将分子类神经网路作一完整的介绍，除此之外，我们也会特别著重於分子类神经网路在影像处理相关应用理论的讨论以及其硬体实现化的考量；在第二部分里，我们提出了一个将分子类神经网路应用於影像辨识处理的基础分析—纹路分析，这是由於纹路分析的复杂性和普遍性会使得分子类神经网路於高阶影像处理的应用不会只局限在单一的影像处理技术，其中我们也提出了一个相当有用的空间特徵，此一特徵不但可以使复杂地高阶影像处理能够应用分子类神经网路，也为影像辨识技术提供了一个很好的辨识机制；在最后一部分里，我们也将文件影像分析做了一个完整的剖析，并以文件影像的去网点为例来说明在实际情况下的分子类神经网路的应用，如此演算法的开发也为文件影像处理提供了更多实际的应用，更考量了文件影像处理若以软体实现时的计算量负荷，而对未来高阶数位影像处理能够以硬体实现来提高处理速度提供了无限的可能。

This is a simple document that sets forth the name and address of the attorney.

这是一份陈述律师姓名和地址的简单文件。

But when SCM method was used to get the domain of attraction, it is unnecessary to choose the proper different initial values and the domain of attraction can easily be obtained. Numerical results computed by using Forth order Runge-Kutta method and the center point method.

画相图时主要用到四阶Runge-kutta方法，要选不同的初值，而SCM方法主要用到四阶Runge-kutta方法和中心点法，不用考虑初值的问题。

And straightway the minions of the law led forth from their donjon keep one whom the sleuthhounds of justice had apprehended in consequence of information received.

他祈求上主庇佑他们，并请他们吻《圣经》。他们这十二名爱阿尔，个个从席位上起立，并以从亘古就存在的上主之名发誓说，他们将为主主持正义。

A few months come, the market that the personnel of service of cereal song company is opening a car to be in these areas all the time takes a picture back and forth on the road, include street picture, date of circumjacent building, doorplate, even resident.

几个月来，谷歌公司雇佣的人员一直开着车在这些地区的街道上来回拍照，包括街道景色，周边的建筑、门牌号、甚至住户。

Consider Dorothy Wordsworth, for instance, helping her brother William put on his coat, finding his notebook and pencil for him, and waving as he sets forth into the early spring sunlight to look at flowers all by himself.

就拿多萝西·华兹华斯来说吧，她帮哥哥威廉穿上外衣，为他找到笔记本和铅笔，向他挥手告别，目送他走进早春的阳光去独自对花沉思。

Double-action and back and forth once every two to complete action suction drainage.

而双作用式每往复一次完成两次吸排水动作。

In 1953,Watson and Crick set forth their hypothesis for the double-helical nature of DNA.

1953年，沃森和克里克阐明了他们关于DNA双螺旋结构的假说。

It's hard for me to catch enough air to ask Doyle questions, but he has no problem holding forth in response.

我很难抓住空档问他问题，但是他仍能滔滔不绝的回答我的问题。

Dragline is not sticky, so the spider can race back and forth along __4_it_ to spin the web's trademark spiral.

避敌丝不粘，因此蜘蛛可以沿着它来回活动编织，从而来编织网的标志性螺旋。

It has been put forward that there exists single Ball point and double Ball points on the symmetrical connecting-rod curves of equilateral mechanisms.

从鲍尔点的形成原理出发，分析对称连杆曲线上鲍尔点的产生条件，提出等边机构的对称连杆曲线上有单鲍尔点和双鲍尔点。

The factory affiliated to the Group primarily manufactures multiple-purpose pincers, baking kits, knives, scissors, kitchenware, gardening tools and beauty care kits as well as other hardware tools, the annual production value of which reaches US$ 30 million dollars.

集团所属工厂主要生产多用钳、烤具、刀具、剪刀、厨具、花园工具、美容套等五金产品，年生产总值3000万美元，产品价廉物美、选料上乘、质量保证，深受国内外客户的青睐