A technique is provided for analyzing image data for biological microarrays. Images are made of multiple swaths in multiple passes of an imaging system. Sites encoded by the image data are assigned a value and these values are indexed by site location. An overlapping region of the swaths may be identified by analysis of the indexed site values. The site values for all image sites are then stitched and the data is integrated and stored for later analysis.