Techniques for filtering handwriting recognition results
Various technologies and techniques are disclosed that identify possible incorrect recognition results. Handwritten input is received from a user. A recognition operation is performed on the handwritten input to produce an initial recognition result. A possible incorrect recognition is identified us...
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Format | Patent |
Language | English |
Published |
08.06.2010
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Abstract | Various technologies and techniques are disclosed that identify possible incorrect recognition results. Handwritten input is received from a user. A recognition operation is performed on the handwritten input to produce an initial recognition result. A possible incorrect recognition is identified using the self-consistency process that identifies the possible incorrect recognition when the initial recognition result is not consistent with a normal writing style of the user. The self-consistency process performs a comparison of the initial recognition result with at least one sample previously provided by the user. If the comparison reveals that the initial recognition result is not consistent with the at least one sample, then the result is identified as possibly incorrect. A classifier confidence process can be alternatively or additionally used to identify a possible incorrect recognition result. The user interface for displaying the final result can be modified as appropriate given the possible incorrect recognition result. |
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AbstractList | Various technologies and techniques are disclosed that identify possible incorrect recognition results. Handwritten input is received from a user. A recognition operation is performed on the handwritten input to produce an initial recognition result. A possible incorrect recognition is identified using the self-consistency process that identifies the possible incorrect recognition when the initial recognition result is not consistent with a normal writing style of the user. The self-consistency process performs a comparison of the initial recognition result with at least one sample previously provided by the user. If the comparison reveals that the initial recognition result is not consistent with the at least one sample, then the result is identified as possibly incorrect. A classifier confidence process can be alternatively or additionally used to identify a possible incorrect recognition result. The user interface for displaying the final result can be modified as appropriate given the possible incorrect recognition result. |
Author | Revow, Michael |
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References | Oh, Jong, "An On-Line Handwriting Recognizer with Fisher Matching, Hypotheses Propagation Network and Context Constraint Models","May 2001", http://www.cs.nyu.edu/web/Research. Thiesson et al. (2004/0234128) 20041100 Bennett et al. (7003158) 20060200 Ellozy et al. (5005205) 19910400 Tappert (4731857) 19880300 Sakai et al. (5812697) 19980900 Rieman (2005/0249419) 20051100 Parthasarathy (5742705) 19980400 Ehsani et al. (5917942) 19990600 Bennett et al. (7200267) 20070400 Nathan et al. (6256410) 20010700 Mankoff, Jennifer et al., "Providing Integrated Toolkit-Level Support for Ambiguity in Recognition-based Interfaces", CHI 2000 CHI Letters, vol. 2, Issue 1, Apr. 1-6, 2000, pp. 368-375. Adcock (5764797) 19980600 (2005-141329) 20050600 Higgins et al. (5805710) 19980900 Nathan et al. (6567548) 20030500 Hoffberg et al. (5920477) 19990700 Lossev et al. (2004/0213455) 20041000 Beernink et al. (5666438) 19970900 Jojic et al. (2004/0095374) 20040500 International Search Report, PCT/US2007/013534, Oct. 30, 2007, pp. 1-9. Chefalas et al. (5544260) 19960800 Aksela et al., "Methods for adaptive combination of classifiers with application to recognition of handwritten characters", International Journal on Document Analysis and Recognition (2003) 6:23-41. Sanchez, Gomez E., "On-Line Character Analysis and Recognition with Fuzzy Neural Networks" http://ulises.tel.uva.es/uploaded-files/paper5.pdf. Drissman, Avi, et al.,"Handwriting Recognition Systems: An Overview","Feb. 26, 1997", http://www.drissman.com/avi/school/HandwritingRecognition.pdf. |
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Snippet | Various technologies and techniques are disclosed that identify possible incorrect recognition results. Handwritten input is received from a user. A... |
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