Object-based Road Extraction in Remote Sensing Image Using Markov Random Field

We study the road extraction method of high resolution image.The method can be defined as a knowledge-based and object-oriented technique.To verify the validity of the method,the road extraction experiments with two types of high resolution remote sensing image are made.The extraction results prove that the algorithm based on MRF model can extract the road information from the high resolution image.