SmartOMR-Bubbles

Developer's DescriptionBy SmartOMR TechnologiesProvide a solution for recognition of circular bubbles.SmartOMR unleashes the power of intelligent computing in Optical Mark Recognition. Auto-profiling incorporates indigenously developed auto-zoning to eliminate/minimize manual zoning on images. SmartOMR-Bubbles is a fast and accurate OMR solution designed to recognize bubbles of varying sizes. Creating a new profile (template) is a snap. Just let the application auto-detect all bubbles on sample pages within seconds; add/delete/name the OMR fields automatically mapped to the bubbles on the image and the profile is production-ready. During production run, images are auto-classified and OMRed at amazing speeds of several pages/second with every page hosting over a hundred OMR fields. You can also re-classify/review/edit the processed forms/images. SmartOMR supports several popular image formats such as TIFF, JPEG, PNG, GIF and BMP. Results are generated in XML format.