1. A method, comprising: capturing an image with an imager-based scanner; identifying a connected component in the image; computing at least one parameter for the connected component; determining a midpoint of the connected component; and selecting a portion of the image corresponding to the connected component for optical character recognition when the at least one parameter is within a predetermined threshold range and based on the midpoint.