The LEADTOOLS OMR (Optical Mark Recognition) Module extends the functionality of LEADTOOLS SDKs by providing methods and callbacks for easily incorporating fast, automated, and accurate optical mark recognition into your application. Optical Mark Recognition is used in surveys, polls, academic exams and official applications, to recognize the bubbles that applicants fill in to indicate their selections. Supported marks include tick marks, X's, lines, checkmarks, and scribbles. Supported shapes (or frames) include boxes, circles and ellipses.

The OMR features are included as an add-on module to extend the functionality of the LEADTOOLS OCR engines by providing methods and callbacks for easily incorporating the OMR engine into your applications.

For background and full details, see:

OMR Technology

The printed frame should at least be 50 x 50 pixels to be recognized properly. Also the printed frame needs to be noticeable (This is easily accomplished by setting the scanner brightness.)

OMR is automated, very fast and accurate. It also has multiple options for different types of applications.

OMR options include "Frame detection options" and "Mark recognition sensitivity". For more information refer to the L_OcrZoneManager_SetOMROptions structure.

"Mark recognition sensitivity" specifies how sensitive OMR will be to filling marks. (Highest, High, Low and Lowest). For example: if the applicant filled the frames with small ticks then the highest mark recognition sensitivity should be set. But if the application or exam requires the applicant to fill the frame completely, then the lowest mark recognition sensitivity can be set.

Also if the printed frames are empty and applicants are supposed to fill them using simple marks, then it is best to use the highest mark recognition sensitivity. (See the figure below)


If the printed frames contain letters or numbers and applicants are supposed to fill them completely, then it is best to use the lowest mark recognition sensitivity. (See the figure below)


Hardware-specific paper

Some types of OMR paper are designed to be used with specific types of hardware. Usually these types contain bubbles with letters or numbers. The characters and bubbles are printed in red or light gray and allow the hardware to recognize the color of such areas. As a result, when the paper is scanned, the bubbles and characters will drop out. This leaves only the filled marks visible. See the following figure:


Although it is not recommended to use hardware-specific paper, the following tips help ensure obtaining the most accurate results when using such types of paper. 


Do NOT use the auto-brightness settings when scanning hardware-specific paper. This will damage the frames (bubbles) and make them vague. See the following figure:


There is no support for auto-recognizing OMR fields currently. Instead, you should do the following:

You can also use the L_OcrOMROptions structure to control how the LEADTOOLS OCR engine performs OMR recognition. With this structure, you can:

To use OMR in LEADTOOLS, you need a special key to unlock the OMR capabilities, for more information, refer to Unlocking Special LEAD Features.

For an example on using OMR in LEADTOOLS, refer to L_OcrZoneManager_SetOMROptions.

Help Version 21.0.2021.7.2
Products | Support | Contact Us | Intellectual Property Notices
© 1991-2021 LEAD Technologies, Inc. All Rights Reserved.

LEADTOOLS OCR Module - OmniPage Engine C API Help

Products | Support | Contact Us | Intellectual Property Notices
© 1991-2021 LEAD Technologies, Inc. All Rights Reserved.