1. A method for identifying coins, the method comprising: obtaining an image of a coin; generating a rectangular image from the image of the coin: based on the rectangular image of the coin, generating a 2D image of spectral features of the coin using a 2D spectral transform; identifying an intensity of one of the spectral features; and comparing the intensity of one of the spectral features to at least one known coin property.