Remote Sensing Image Classification Based on the HSI Transformation and Fuzzy Support Vector Machine

For some different bands of the remote sensing have different information of the objects. To classifier the different objects, we use some assemble bands RGB image and give a transform named RGB to HIS. Then use the Fuzzy Support vector to classifier the transformed I from RGB model of some bands of the image assembles, which can classifier the image and get a good result, especially the road and some detail of the image can be correctly classifier. So it can improve the precise of the classification.