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由matlab编写，带GUI界面。对bmp文件进行Vector Quantization。运行其中的VQ_GUI.m文件。
程序肯定是调试无误的。虽然比较耗时，但是最后能达到较好的图像效果和SNR。毕竟相比于VC，matlab运行较慢。
注意在点open打开了一个bmp文件过后，一定要先点VQ code，进行其他操作才能有效。-prepared by Matlab, with GUI interface. Bmp files to Vector Quantization. VQ_GUI.
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本代码是利用matlab开发环境，对图像进行矢量量化，从而实现对图像的压缩；并介绍了需要用到的一些matlab现有函数及其使用方法和功能；在码书的训练方法上选择的是自组织映射神经网络，解码重建后的图像质量较好-The application of Self-Orgnization Feature Maps neural network in image vector quantization
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matlab编的基于图像矢量量化的水印程序，用分割码本的办法嵌入水印！-matlab for image vector quantization-based watermarking process, with the approach of the division of code embedded watermark!
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实现了小波的图像量化，包括均匀量化，WSQ标准量化，k均值矢量量化，附简明pdf报告。-Implementation of wavelet image quantification, including the uniform quantization, WSQ standards for quantification, k means vector quantization, with a concise pdf report.
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2D-DCT 压缩图像后，通过QPSK,AWGN信道编码传输后，IDCT解压缩回原始图像，适用于任何图像-Using DCT to compress the orginal image, I use zigzag program, quantization, dct compression, then change the vector to bineary bit to pass through the QPSK channel. And from the binary array, I us
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基于FFT变换、DCT变换、HT变换、小波变换和矢量量化技术的图像压缩的Matlab实现。-Based on the FFT transform, DCT transform, HT transform, wavelet transform and vector quantization image compression technology, the Matlab implementation.
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this function or program is used to perform vector quantization on image by using matlab program
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also using vector quantization on image by using matlab program to achieve a good compression ratio
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this function perform block vector quantization encoding and decoding for still image by using matlab program
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基于LBG算法的矢量量化编码用MATLAB实现图像压缩-Image compression based on the LBG algorithm for vector quantization coding with MATLAB
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用MATLAB或C语言实现码本训练和矢量量化算法，并给出量化结果-Using MATLAB or C language training and codebook vector quantization algorithm, and gives quantitative results
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图像矢量量化的经典LBG算法matlab程序-Image vector quantization of classical LBG algorithm matlab program
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图像矢量量化的FKM算法matlab程序-FKM image vector quantization algorithm matlab program
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图像矢量量化的FRLVQ算法matlab程序-Image vector quantization algorithm matlab procedures FRLVQ
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图像矢量量化FRLVQ-FVQ算法的matlab程序-Image vector quantization FRLVQ-FVQ algorithm matlab program
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图像矢量量化PP算法的matlab实现程序-PP image vector quantization algorithm matlab program
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图像矢量量化matlab小程序，基于LBG算法和全搜索算法-Matlab image vector quantization small program, and full search algorithm based on LBG algorithm
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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
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基于matlab环境开发的矢量量化编码，有报告以及代码文件-Matlab environment based on the development of the vector quantization encoding, there are reports and code files
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