1. A document reading apparatus comprising: a photoelectric conversion unit configured to photoelectrically convert input light; a guide unit configured to guide reflected light of light irradiated toward a reading area of a document to the photoelectric conversion unit; a first light source capable of irradiating light toward the reading area; a second light source capable of irradiating light toward the reading area from a direction different from that of the first light source, a light amount of the second light source being smaller than that of the first light source; a first determination unit configured to determine a document type of the target pixel based on a first image data of a target pixel and a second image data of the target pixel, the first image data is obtained through a photoelectric conversion of the reflected light irradiated from the first light source and the second image data is obtained through a photoelectric conversion of the reflected light irradiated from the second light source; a second determination unit configured to re-determine a document type of the target pixel based on the determination result of the target pixel and the determination result of peripheral pixel of the target pixel, and a generation unit configured to generate image data of the target pixel based on the first image data and the second image data in accordance with the document type determined by the first discrimination unit or the second discrimination unit.