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- To alleviate the blindness of Linde-Buzo-Gray algorithm(LBG algorithm) while generating initial codebook,a new codeword splitting method based on covariance of training vector is proposed. 摘要 针对LBG算法中初始码书生成存在盲目性的问题,提出了一种基于训练向量集合分量之间的相关性进行码向量分割的方法。
- A new method of selecting initial codebook and distortioncriterion is presented to improve the efficiency of SOFM neural network according to the statistic feature of PCA transformational coefficient. 实验证明,与普通PCA+SOFM连续编码算法和基本SOFM算法相比,这种混合编码算法由于占用存储空间少,因而降低了码书设计的计算量,并改善了码书的性能。
- K means algorithm applied in vector quantization strongly depends on the selection of the initial codebook, and if not given a good initial codebook it can easily be trapped in local minima. 由于传统的 K-均值算法在用于矢量量化时强烈依赖初始码书的选取 ,如果初始码书选取不好 ,则很容易陷入局部最小点 ;
- initialization codebook 初始码书
- A New Initial Codebook Algorithm of Learning Vector Quantization 新的学习矢量量化初始码书算法
- EXPERIMENT PERFORMANCE ANALYSIS ON SENSITIVITY TO INITIAL CODEBOOK OF LBG LBG算法对初始码书敏感的实验性能分析
- Take care of initialization here. 注意这里的初始化。
- Huilin Xiong, M.N.S. Swamy, and M.O. Ahmad ,"Competitive splitting for codebook initialization," IEEE Vol. 11, pp. 474 - 477, May 2004. 胡立人、张仁源、黄克,数位学习,系统出版社,台北,民国九十三年。
- Can't create service initialization thread. 无法创建服务初始化线程。
- If the keys don't match, the initialization fails. 如果密钥不匹配,则初始化失败。
- Segment initialization object is invalid. 段初始化对象无效。
- Early POST initialization of chipset registers. 上电自检前期初始化芯片寄存器。
- An Algorithm of Setting VQ Initial Codebook Based on the Principle of Cell Distortion Balance 基于胞腔畸变均衡原则的VQ初始码本设置算法
- The initialization of a data medium such that a particular computer system can store data in and subsequently retrieve data from the medium. 数据媒体的初始化,使某一特定计算机系统能将数据存在媒体中,随后又可从该媒体中检索出来。
- Unknown device driver initialization error. 未知的设备驱动程序初始化错误。
- Method to add custom one-time initialization code. 方法以添加自定义的一次性初始化代码。
- Method typically performs all initialization. 方法会执行所有的初始化操作。
- GS requires initialization of the security cookie. GS需要初始化安全Cookie。
- This method utilizes VQ and LBG algorithm to design the codebook. 该方法使用了向量量化技术并采用LBG算法设计码本。
- Resource Manager initialization has failed. 资源管理器初始化失败。