1. A method of locating block edges in an image, comprising: receiving an image having a number of data blocks; generating a first block map using the image, the first block map having binary indicators indicating locations of the block edges in the image in a first direction; forming a first direction block edge histogram by accumulating the binary indicators in the first block map in a direction normal to the first direction, the first direction block edge histogram having peaks corresponding to the locations of the block edges in the first direction; low-pass filtering the first direction block edge histogram to form a filtered first direction block edge histogram; identifying locations of peaks in the filtered first direction block edge histogram; refining the locations of the peaks identified in the filtered block edge histogram based on positioning the locations of the peaks identified at the locations of peaks in the first direction block edge histogram; and providing block edge location information for the image in the first direction, the block edge location information being based on the locations of the peaks refined.