基于边缘初始化的竞争网络的矢量量化

Vector Quantization of Competitive Network Based on Edge Initialization

用神经网络实现图像矢量量化是一种非常有效的方法。我们对竞争网络的初始化进行改进,提出一种新的基于边缘初始化的竞争网络的矢量量化(EICL),实验表明主客观效果良好。

Neural network is a very efficient method for Vector Quantization (VQ) .We modify the initialization of competitive network and bring out Vector Quantization of competitive network based on edge initialization. Experiment results demostrate the effectiveness of this method.