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Gvqprog
- An old source code. It contains C source code for training vector quantization (VQ) codebook. Three algorithms, GVQ [1], LBG [2] and LVQ [3] have been implemented
LBG.rar
- 使用LBG演算法來做影像訓練簿分群動作，此影像訓練簿是為了之後用於向量量化壓縮VQ的部分。,The LBG algorithm is for the VQ codebook generation
LBG
- Linde, Buzo, and Gray (LBG) proposed a VQ design algorithm based on a training sequence. The use of a training sequence bypasses the need for multi-dimensional integration. The LBG algorithm is of iterative type and in each iteration a large set of v
LBG_algorithm
- LBG算法，初始码本随机给出，然后根据对训练矢量的划分，计算形心，更新码本。原代码中含有去空胞腔的程序。-LBG algorithm, given a random initial codebook, and then based on the division of the training vector, computing the centroid, update this code. Contains the original code to empty cell process.
VQ_LBG_newdistortion
- 语音编码中对LSF系数进行VQ处理，LBG方法生成VQ码书，且采用了新的失真测度-Speech Coding for VQ processing LSF coefficients, LBG method of VQ codebook generation, and adopted a new measure of distortion
LBG
- Codebook design process for Vector Quantization (VQ) using the LBG algorithm for dev c
vq-maltab
- This is universal codebook generator with LBG algorithm by myself.
VQ
- LBG.c // 編碼本訓練程式，利用四張測試影像、prog.c // 影像壓縮解壓縮，利用 full search 、prog-dta.c // 影像壓縮解壓縮，prog-dta.c // 影像壓縮解壓縮，利用 double test algorithm (dta) 、prog-lut.c // 影像壓縮解壓縮，利用 lookup table (lut) 、prog-mps.c // 影像壓縮解壓縮，利用 mean-distance-ordered partial serach codeboo
VQ-BY-DEV-C
- This is universal codebook generator with LBG algorithm by DVE C.
LBG_GA
- 用遗传算法对LBG语音码本进行优化处理，得到最优码本，内含语音文件。-Genetic algorithm to optimize the voice on the LBG codebooks to get the optimal codebook contains the voice files.
LBG
- 研究用于LBG初始码书设计的改进PNN算法 用于LBG初始码书设计的改进PNN算法研究-For LBG initial codebook design of the improved PNN algorithm
exp7
- LBG分类算法 用初始室心随机法和扰动因子分裂法两种方法，比较不同方法不同参数设置时的分类性能。 -LBG classification algorithm vector quantization: vector normalization within a certain range for a particular type, consists of two steps: first generate a codebook, which is the speech feature v
aquaantiziingp
- 应用LBG算法对语音信号进行矢量量化。本压缩包共有两个主文件，training.m对训练数据进进行处理并的到四个初始码本，quantizing.m对待量化数据进行矢量量化。其余为自编功能函数。 -The application of the LBG algorithm for vector quantization of speech signals. The compressed package a total of two main documents training.m into t
lbg
- 实现已知训练序列的矢量量化器（LBG）算法。初始码书从训练序列每隔五个样本选取一组-Achieve a known training sequence of the vector quantizer (LBG) algorithm. The initial codebook from the training sequence every five samples to select a group of
Vector-quantization
- 采用自组织映射算法（SOM）设计码书，达到全局最优，同时采用组合码字和图像块动态划分等优化算法，最终实现的码书性能比LBG算法有很大提高。这是中科大视频技术的final project，附有最终版的report和presention。-Using self-organizing map algorithm (SOM) designed codebook, the global optimum, while using a combination code word and image block
VQ
- LBG算法设计矢量量化码书的函数，需要给出训练序列x,矢量维数K和码书长度CN，返回根据训练序列给出的最小误差码书。-LBG algorithm for vector quantization codebook design function , you need to give training sequence x, vector dimension K and codebook length CN, return according to the minimum error given t
VQSOM
- 利用SOM神经网络设计矢量量化的码书，结果优于传统的LBG方法，失真度较小。-SOM neural network design use vector quantization codebook, the result is better than traditional methods LBG, distortion is small.
LBG
- 理解使用向量量化进行图像量化的原理：对序列中的许多样本进行联合量化，用一个值代替相似的一组值，减少量化误差； 掌握向量量化器码书设计的方法，此次实验使用LBG算法设计码书； 3. 对LBG算法的理解和使用； 4.Matlab矩阵数据的处理。-Understood that the use of vector quantization for image quantized principle: a number of samples of the sequence are joint
LBG
- 假设一段语音信号，用其作为序列，编程实现LBG算法产生码书。-Assuming a speech signal, use it as a sequence, programming the LBG algorithm to generate the codebook.
LBG算法码书设计
- 用于计算设计矢量量化码书，采用Matlab进行编写，方便易懂(For computing vector quantization codebook design, using Matlab for writing, easy to understand)