Image binarization is the first step in the Document analysis pipeline, usually followed by skew detection and correction, line and word segmentation then recognition. Unless the subsequent algorithms process directly on gray scale images, the quality of the image binarization will affect the other algorithms. This lecture will discuss several image binarization algorithms, and then talk about how they can be evaluated and integrated with the rest of the document processing work flow.