With the rapid development of aeronautic and deep space exploration technologies, a large number high-resolution asteroid spectral data have been gathered, which can provide diagnostic information for identifying different categories asteroids as well their surface composition mineralogical properties. However, owing to noise observation systems ever-changing external environments, observed alw...