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A user no longer needs to designate handwriting recognition modes, and recognition accuracy is greatly improved.

用户不再需要指定手写输入识别模式，并且识别准确性得到了极大改进。

The handwritten digital recognition is an important problem of pattern recognition field.

手写体数字识别问题是模式识别领域的一个重要研究课题。

Through corresponding categorized algorithm to helminth eggs in the computer, we have structured The Image Recognition System of Common Human Helminth Eggs (OvRecognizer 1.0), and have realized tentatively the automatic image recognition of human common helminth eggs.

研究中，通过对寄生虫虫卵图像的色彩特征和纹理特征的分析、选择和提取研究，以及大量的样本测试和系统参数调整，使系统对样本的分类精度也达到了较高的水平；简捷而有效的程序设计还使实验系统的处理速度远高于国内外同类项目。

With the case study of the environmental design for the Manor, the problems of how to implement the concept of "comfortable living" in the environmental design for residential districts and how to use native plants to create a homelike atmosphere so that the blurred sense of direction and difficult recognition of buildings could be decreased were discussed in this paper. Through planting planning, marking systems, waterscape and other sketch arrangements, the design tried to distinguish the complex and road landscape features so as to enhance the overall recognition and a sense of purpose in the district.

通过对瀛海名居别墅区环境设计的案例分析，提出如何在居住区环境设计中贯彻"宜居"理念，如何利用乡土植物的种植与配置营造"家园"的氛围，弱化建筑体量和规划设计带来的居住区方向感不明确、建筑间难于识别的问题，通过种植规划、标识系统、水景以及小品等几个方面的设计来区分组团和道路景观特色，以达到增强小区整体识别性和归属感的目的。

The action hypersphere contributes to view-independent action recognition, and the hypersphere-based recognition is superior to kNN classification in computation efficiency.

动作超球融合了多视点下的人体运动特征，有利于进行视点无关的人体动作识别；另外基于超球的识别方法在计算效率上要优于传统的κNN算法。

It can adjust the parameters of illation machine; adopt different recognition strategies according to different states and circumstances with which the recognition object deals.

该识别器的设计是模仿人识别字符的行为过程，它可以根据识别对象所处的不同状态和不同环境，调整推理机的参数和采用不同的识别策略以及选择不同的反馈结构。

Above all, in nowadays background, simply combine the classic learning method to pattern recognition for constructing a classifier is impolitic, because the ultimately purpose of recognition is to have a higher performance with higher predictive accuracy.

综上所述，在目前的研究背景下简单地用经典的归纳学习算法进行学习来构成模式识别用的分类器是不审慎的，因为构成具有高判决精度的分类器是模式识别的最终目的；而如果不加考虑地任意采用一种现成的决策森林算法或多变决策树算法来解决实际问题也不一定就能取得更理想的效果。

Automatic face recognition is one of the most important subject in the field of pattern recognition.

人脸自动识别是模式识别领域的一个重要课题。

Face recognition is one of most challenging problems in the fields of pattern recognition and machine vision.

人脸识别技术是模式识别和机器视觉领域最富挑战性的研究课题之一，也是近来研究的一个热点问题。

The vehicle recognition is a very difficult and important Problem in the field of Pattern recognition .

汽车识别是模式识别领域中一个困难而又具有重要的理论价值，实际应用价值和广阔的应用前景的研究课题。

We have limited budget let me know if you can do this competitively.

我们有限的预算让我知道如果你能做到这一点竞争力。

We don't know how other critters breathe--lizards, for example.

我们还不知道诸如蜥蜴之类的动物如何呼吸。