1. A color processing apparatus, comprising circuitry to: obtain a color patch scanned image acquired by scanning a color patch; acquire a pixel value of the color patch scanned image; calculate pixel value variance information indicating a variance of the pixel values based on the acquired pixel values; and determine whether or not the color patch scanned image is defective based on the pixel value variance information.