Image analysis – Pattern recognition – Classification
Patent
1994-07-25
1996-06-04
Boudreau, Leo
Image analysis
Pattern recognition
Classification
382225, 382157, 382181, G06K 970
Patent
active
055240658
ABSTRACT:
Pattern recognition system which provides an indication of the confidence with which a candidate is selected for an unknown pattern. The pattern recognition apparatus includes an image data input device, a host for segmenting the image data into unknown patterns, and a character recognition device for providing a candidate for each unknown pattern. The character recognition device includes a confidence level indicator for providing a confidence level indication. In one aspect, the confidence level indication is determined based on the proximity of an unknown pattern to a known pattern. In another aspect, the confidence level indication is determined based on the consistency with which the unknown pattern is recognized using different recognition functions. In yet another aspect, the confidence level indication is determined by ensuring that a candidate is not provided unless the candidate is closer than a predetermined distance from a known pattern. The pattern recognition apparatus may be provided in a stand-alone device including the image data input device, the host and the character recognition device in one integrated device, and this device may interface to a network bus. Alternatively, the pattern recognition apparatus may be distributed over a network bus. A preview function may be provided so as to preview results of recognition processing.
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Anderson David R.
Boudreau Leo
Canon Kabushiki Kaisha
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