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- Hidden Markov Models are introduced to the area of ship-radiated noise recognition. 将隐马尔可夫模型引入到舰船噪声目标识别中。
- This paper presents a hybrid model of Continuous Density Hidden Markov Model (CDHMM) and the Multi-Layer Perceptron (MLP). 本文提出了一种由连续隐马尔可夫模型(CDHMM)与多层感知器(MLP)构成的混合模型,并将该模型应用于语音孤立词识别。
- A new synthetic aperture radar (SAR) image filter method is proposed based on hidden Markov model (HMM). 在小波域隐Markov模型(HMM)的基础上提出一种新的合成孔径雷达(SAR)图像的滤波方法。
- In this paper a method of continuous speech recognition based on hidden Markov models (HMM) and vector quantization (VQ) is discussed. 本文讨论基于隐马尔可夫模型(HMM)和矢量量化(VQ)的连续语音识别方法。
- Jeff A. Bilmes, “A Gentle Tutorial of EM Algorithm and its Application Parameter Estimation for Gaussian Mixture and Hidden Markov Models”. 郑顺德;“不特定语句中量语者辨识系统之设计研究;”国立中山大学电机工程研究所硕士论文;民国91年9月13日.
- The use of hidden Markov models(HMM) for faces is motivated by their partial invariance to variations in scaling and by the structure of faces. 隐马尔可夫模型(HMM)在人脸识别中的运用是由HMM在图像定标变化过程中的局部恒定性和人脸的结构所决定的。
- This paper proposes a novel contour tracking algorithm based on Hidden Markov Model (HMM) and optic flow. 提出了一个新颖的基于隐马尔科夫模型与光流的轮廓线跟踪算法。
- In this thesis, we use both Hidden Markov Model (HMM) and Weight Array Model (WAM) to predict the splice sites. 本文基于隐Markov模型(HMM)和权重阵列模型(WAM)两种方法来预测剪接位点。
- It produces Mongolian translation from the single language material through use of dictionary-based model and Hidden Markov Model. 基于HMM模型的蒙古文生成方法采用词典驱动模型和HMM模型从单语料生成蒙古文译文。
- A new approach combining second generation wavelet transform (SGWT) and discrete hidden Markov models(DHMM)is proposed to classify power quality disturbances (PQD) in this paper. 提出了一种将第二代小波变换和离散隐马尔可夫模型相结合的电能质量扰动分类方法。
- Second, we discuss the three base question of Hidden Markov Model, induce two new algorithms, named mend Baum-Welch and mend Viterbi. 其次,本文在研究了隐马尔可夫模型的基础上,对其三个基本问题进行了比较细致的论证,并引入改进Viterbi算法。
- Kee-Choon.Accident Identification in Nuclear Power Plants Using Hidden Markov models[J].Engineering Application of Artificial Intelligence,12 (1999) 491-501. 张锡英;李光琪;张艳秋.;隐马尔科夫模型在话者识别中的应用[J]
- The continuous density hidden Markov model(CDHMM) is adopted, Viterbi and Baum-Welch reestimation algorithms is utilized to train and recognize the speech signals. 采用连续HMM模型,利用Baum-Welth重估、Viterbi算法进行训练和识别,实现系统软件设计。
- This paper presents a Chinese named entity recognition system that integrates the Hidden Markov Model (HMM) and rules which are automatic extracted from the training corpus. 本文实现的中文命名实体识别系统采用了隐马尔可夫模型(Hidden Markov Model,HMM)与自动规则提取相结合的方法。
- Then sub-state maximum likelihood and combining transition sub-state maximum likelihood (CTSSML) for parellel sub-state hidden Markov model are also presented. 在此基础上,提出了两种用于平行子状态隐马尔可夫模型的识别解码策略-子状态最大似然解码和联合转移子状态最大似然解码。
- The substance of this magisterial thesis is the research and improvement of speaker recognition which is based on the VQ (Vector Quantization) and HMM (Hidden Markov Model). 本论文主要内容是基于矢量量化(VQ) 和隐马尔可夫模型(HMM)的说话人识别算法的研究和改进。
- Proposes a hybrid approach for phoneme recognition based on combination of improved counter-propagation (CP) neural network and hidden Markov model (HMM). 提出了一种基于改进对偶传播 (CP) 神经网络与隐马尔可夫模型 (HMM) 相结合的混合音素识别方法。
- Through the combination of Hidden Markov Model POS tagging and the smoothing algorithm, we obtain a tagging precision of 86%, and a disambiguation of 82%. 在实现基于隐马尔可夫模型的词性标注同时,结合平滑算法,标注正确率达到86%25,排歧正确率达到82%25;
- Chapter two introduces the basic ideas of Markov Chain theories briefly, and then extends it to Hidden Markov Models through a simple example. At last the theories and algorithms of Hidden Markov Models are studied. 第二章:介绍了Markov链基本理论,并通过一个简单的实例把它扩展到了隐Markov模型(HMM);
- An approach is proposed in this paper, face detection by complexional filter, and face recognition using pseudo 2D Hidden Markov Models based on the extraction of 2D-DCT feature vectors. 本文介绍了利用肤色信息进行人脸检测后,采用基于二维DCT系数的伪二维隐马尔可夫模型(P2D-HMM)进行人脸识别的方法。