pattern generalization 中文意思是什麼

pattern generalization 解釋
模式概化
  • pattern : n 1 模範，榜樣；典範。2 型，模型；模式；雛型；【冶金】原型。3 花樣；式樣；（服裝裁剪的）紙樣；圖...
  • generalization : n. 1. 一般化，普遍化。2. 概括，綜合，總結；歸納；法則化。3. 廣義；概說；概念，通則。
  1. Neural network method has generalization capability, and is widely used in pattern recognition. generalization means : trained with a training examples set, the network can also recognize examples never met before

    神經網路的泛化能力是指:用一組訓練樣本對神經網路進行訓練后，網路對訓練階段未曾見過的樣本也能正確分類。
  2. We discussed the main characteristic parameters of seismic kinesiology and dynamics of mine engineering fracture zone, including relative amplitude, phase time of wave crest, similarity factor, principal frequency band energy, 3 - d space time gradient and coherent coefficient et al., and puts forward the processing method of 3 - d seismic characteristic parameters about denoise - smoothing, generalization, correlation analysis, characteristic transformation ; and presents the method of pattern recognition of mine engineering fracture zone

    摘要本文從時間域、頻率域、三維空間域介紹了礦山工程裂隙破碎帶主要的地震運動學、動力學屬性參數，包括相對振幅、波峰相位時間、相似系數、主頻帶能量、二維空間時間梯度和相干系數等，提出了礦山工程裂隙破碎帶三維地震屬性的去噪平滑、歸一化、相關分析、特徵變換的處理方法以及裂隙破碎帶的模式識別原理與方法，並用實例說明了該方法的應用效果。
  3. Along with the generalization of computer application, the improvement of computer performance and achievements in image processing and pattern recognition fields, human - face concerned applications is getting nearer and nearer to practical use, thus resulting in more and more emphasis pver research for human face detection

    隨著計算機應用的普及、性能的提高以及圖像處理和模式識別領域的研究逐步成熟，人臉相關的應用越來越成為現實，因此對人臉檢測的研究也正在受到越來越多的重視。
  4. The other one is the synthetical local nonlinear pca neural network recognition model constructed by combining the nonlinear generalization of pca and sub - space pattern recognition technology. we use the two recognition systems in handwritten digitals and characters recognition and obtain some satisfactory results. compared with some traditional classifiers, our systems have better recognition performances

    而基於非線性pca的神經網路識別模型對傳統的線性pca進行了推廣，並利用了子空間的模式識別方法，針對每個字元類使用神經網路建立多個模板，然後利用pca神經網路和聚類演算法構造自動編碼器組對模式類進行重構，避免了特徵提取的復雜性和信息的丟失，提高了系統的識別性能和運算效率。
  5. The neural network has been studied for about many years and won successes in many fields, including pattern recognition, data mining and so on. unfortunately, many problems, such as local minimum, overtraining, generalization and so on, are encountered in the theories, design and applications

    神經網路在模式識別、函數逼近、數據挖掘等許多領域已經取得了很多成功，但目前神經網路的理論和應用都還存在一些困難，如局部極小點、過學習、欠學習以及推廣能力等問題。
  6. Based on the formers, this dissertation efficiently selects the face features abstracting using ica. with no decline of recognition rate, the feature dimension is reduced, so the course of recognition is accelerated. support vector machine pattern recognition method is based on vc dimension theory, adopting the srm principle and considering training error and the generalization ability, which has shown many special advantages in dealing with small samples, non - linear and pattern recognition in high dimension

    本文採用基於矩陣s的人臉表示方法，將ica特徵選擇的概念和演算法用於人臉特徵的提取和優化，在不影響識別率的情況下，降低了特徵維數，提高了識別速度；支持向量機（ svm ）模式識別方法基於vc維理論，採用結構風險化原理，兼顧訓練誤差和泛化能力，在解決小樣本、非線性及高維模式識別問題中表現出許多特有的優勢；對于多類問題，介紹並採用了「一對一」的策略進行svm分類器設計；對于圖像預處理，詳細介紹了幾何歸一化的演算法步驟。
  7. The first part summarizes its cultural basis and background of the times ; the second part introduces the history of its more than one hundred years development ; the third part gives a brief introduction of its functions, they are transfer education, vocational education, continuing education, remedial education, community service and general education ; the forth part analyzes its characteristics of running school, trends for future development ; the fifth part gives a thorough generalization of its contributions to massification of american higher education, they are : to enhance the enrollment of higher education, to make the structure of higher education into many - faceted, to consummate the function of higher education step by step, to promote the renewal of knowledge and the progress of technology ; on this basis, in the sixth part, according to china ' s specific conditions of achieving the massification of higher education in two years, the paper gives an all - around analy sis and summary of the enlightens to our higher education from american community college, that is to say, the strategy for mass higher education must employ both pattern of connotation and that of extension, combine dimension expanding and structure regulating

    第一部分總結了美國社區學院產生的文化及時代背景；第二部分介紹了社區學院的產生及其百余年的發展歷程；第三部分簡要介紹了美國社區學院的六個辦學功能及其演變過程，即：轉學教育功能、職業教育功能、繼續教育功能、補償教育功能、社區服務功能以及普通教育功能；第四部分簡要分析了社區學院的辦學特點及其未來發展趨勢；第五部分對社區學院為美國高等教育大眾化做出的歷史貢獻等方面進行了縱橫方向的概括，即增加升學機會，提高高等教育入學率；促進高等教育結構多層次和多元化；注重社會服務，使高等教育職能日臻完善、促進了知識的更新和科技進步；在此基礎上，第六部分結合我國將要在未來兩年內實現高等教育大眾化的基本國情，全面分析和總結社區學院對我國高等教育發展的借鑒和啟示。
  8. Finally, bp network is imported in the inspection of solder joints quality owing to the good performance of pattern recognizing, generalization and self - adapter in contrast with traditional inspection algorithms

    最後，針對傳統檢測方法不足，在檢測演算法里引入了具有較強的模式識別能力和自適應能力的bp網路。
分享友人
分享到 Line

分享到臉書