稀疏编码在图像纹理分割中的应用研究

Application Of Texture Image Segmentation Based on the Space Coding

图像分割是图像分析一个重要组成部分,是图像理解的基础,分割准确率和区域边缘定位好坏,是决定后续目标识别成功与否的关键。纹理分割作为一类特殊的纹理分析模式,在近几年中得到广泛的研究,并在遥感图像图像处理和医学图像处理等实际领域得以应用。本文重点阐述了基于稀疏编码模型的纹理分析方法及其在纹理分割中的应用。

Image segmentation is an important section of texture analysis. It＇s the basis of texture image understanding, the segmentation quality will directly decides the result of target recognition. Texture segmentation is one of widely researched texture analysis models, which has been used in many realms such as remote-sense image processing and medical image processing in recent years. In this paper, The Space Coding was introduced and applied to do texture segmentation.