After introducing the conception of convex geometry and spectral linear model, the relationship between convex cone and hyperspcetral imagery was discussed. A method based on feature extraction and convex cone projection transform for hyperspectral imagery object detection was proposed. The method was tested with hyperspectral data obtained from OMIS Ⅱ. Based on the experiments. the capability of detecting object’s physical property by hyperspectral imagery was also discussed.