Study of recognition the remote sensing information of alteration based on MPS model

This research made use of the more accessible ETM+ remote sensing data and based on the previous methods to propose the MPS model and extract alteration information. The meaning of MPS model was mask process-principal component analysis-the support vector machine processing. This article applied and tested the methodology in the Hatu area, Xinjiang. Though the research, there was a better effect of extraction, and the outcome and the distribution of the mineral deposits was coherent well.

[1]  Hong Jin-yi.  Testing for Extracting Mineralization Information from Remote Sensing ImageBased on Support Vector Machines , 2004 .

[2]  Zeng Zhao-ming Chen Wei Zhang Yu-jun.  THE METHODS FOR EXTRACTION OF ALTERATION ANOMALIES FROM THE ETM~+(TM) DATA AND THEIR APPLICATION: METHOD SELECTION AND TECHNOLOGICAL FLOW CHART , 2011 .

[3]  Vladimir Naumovich Vapni.  The Nature of Statistical Learning Theory , 1995 .

[4]  Yang Jian.  Lithology identification of the Weiya complex by means of ETM~+remote sensing. , 2007 .

[5]  Ye Chen-zhou.  Support Vector Machine-based human face recognition method , 2001 .

[6]  L. Rowan,et al.  Lithologic mapping of the Mordor, NT, Australia ultramafic complex by using the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) , 2005 .

[7]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[8]  L. Rowan,et al.  Lithologic mapping in the Mountain Pass, California area using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data , 2003 .

[9]  Ma De.  The use of multiscale texture in image classification for lithologic mapping. , 2008 .

[10]  B. Ripley,et al.  Pattern Recognition , 1968, Nature.

[11]  Hong Jin-Yi Zhu Gu-Chang Fu Wen-Jie.  THE EXTRACTION OF MINERALIZED AND ALTERED ROCK INFORMATION FROM REMOTE SENSING IMAGE BASED ON SVM , 2009 .

[12]  Y. Ninomiya,et al.  Detecting lithology with Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) multispectral thermal infrared “radiance-at-sensor” data , 2005 .