Abstract: Image data of a response form is processed. The response form has a plurality of response bubbles, including at least one filled and at least one unfilled response bubble. One or more baseline response bubble attributes for unfilled response bubbles are provided in a memory. Image data of a response form is processed to determine one or more response bubbles that are unfilled. One or more actual response bubble attributes of the one or more unfilled response bubbles is then calculated. A difference metric value is then calculated by comparing the one or more baseline response bubble attributes to the one or more actual response bubble attributes. The one or more baseline response bubble attributes are reset to a new set of one or more baseline response bubble attributes if the difference metric value exceeds a predetermined threshold. The one or more baseline response bubble attributes are maintained at their present value if the difference metric value does not exceed the predetermined threshold.

Abstract: A method is provided for using at least one response bubble on a response form to indicate one or more responses. The response form has a key definition area that includes one or more response bubbles corresponding to one or more intended responses, and a response area that includes one or more response bubbles for indicating intended responses. A response form is completed by defining an unambiguous symbology of one or more marks by completing the key definition area, and filling in the response area using the defined unambiguous symbology. The response form is then electronically imaged. The unambiguous symbology is then automatically interpreted from the key definition area of the response form. The indicated intended responses of the one or more response bubbles of the completed response form are automatically interpreted using the interpreted unambiguous symbology, and the electronically imaged completed response form.

Abstract: Image data of a zone in a response form that has a plurality of response bubbles in the zone is processed. The image data of the zone has at least one response bubble that is well-formed and at least one response bubble that is not well-formed. Well-formed response bubbles are located in the zone from image data of the zone. The locations of the well-formed response bubbles in the zone are compared to a form template that defines the zone and contains data regarding locations of all expected response bubbles in the zone. It is determined from the comparison whether sufficient information exists to determine that the well-formed response bubbles constitute a specific part of the form template zone. If so, then the well-formed response bubbles are processed from the image data of the zone.

Abstract: A method is provided for using at least one response bubble on a response form to indicate one or more responses. The response form has a key definition area that includes one or more response bubbles corresponding to one or more intended responses, and a response area that includes one or more response bubbles for indicating intended responses. A response form is completed by defining an unambiguous symbology of one or more marks by completing the key definition area, and filling in the response area using the defined unambiguous symbology. The response form is then electronically imaged. The unambiguous symbology is then automatically interpreted from the key definition area of the response form. The indicated intended responses of the one or more response bubbles of the completed response form are automatically interpreted using the interpreted unambiguous symbology, and the electronically imaged completed response form.

Abstract: Image data of a response form is processed. The response form has a plurality of response bubbles, including at least one filled and at least one unfilled response bubble. One or more baseline response bubble attributes for unfilled response bubbles are provided in a memory. Image data of a response form is processed to determine one or more response bubbles that are unfilled. One or more actual response bubble attributes of the one or more unfilled response bubbles is then calculated. A difference metric value is then calculated by comparing the one or more baseline response bubble attributes to the one or more actual response bubble attributes. The one or more baseline response bubble attributes are reset to a new set of one or more baseline response bubble attributes if the difference metric value exceeds a predetermined threshold. The one or more baseline response bubble attributes are maintained at their present value if the difference metric value does not exceed the predetermined threshold.

Abstract: Image data of a zone in a response form that has a plurality of response bubbles in the zone is processed. The image data of the zone has at least one response bubble that is well-formed and at least one response bubble that is not well-formed. Well-formed response bubbles are located in the zone from image data of the zone. The locations of the well-formed response bubbles in the zone are compared to a form template that defines the zone and contains data regarding locations of all expected response bubbles in the zone. It is determined from the comparison whether sufficient information exists to determine that the well-formed response bubbles constitute a specific part of the form template zone. If so, then the well-formed response bubbles are processed from the image data of the zone.