Abstract: A terrain classification algorithm based on Gaussian Mixture Model for unstructured complicated environment was proposed,considering color shift due to weather changing, illumination variety, reflectance spectrum blurring of similar terrain, such as soil

Key words: Unstructured complicated environment, Terrain classification, Gaussian mixture models, Texture and color features fusion, Classification strategy