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13 June 1995 Applications of fuzzy integrals to handwriting recognition
Paul D. Gader, Magdi A. Mohamed, James M. Keller
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Proceedings Volume 2493, Applications of Fuzzy Logic Technology II; (1995) https://doi.org/10.1117/12.211792
Event: SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, Orlando, FL, United States
Abstract
Two applications of fuzzy integrals to handwritten word recognition are discribed. Fuzzy integrals are used in a dynamic programming based, offline handwritten word recognition algorithm. This algorithm finds optimal matches between word images and strings in lexicons. Fuzzy integrals are used to compute the match scores. Fuzzy integrals are also used in a hidden Markov model based, offline handwritten word recognition algorithm. In this case, fuzzy measures and integrals are used as alternatives to probabilistic measures and ordinary integrals. Results are presented on standard data sets consisting of real images collected form United States Postal Service mail stream.
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Paul D. Gader, Magdi A. Mohamed, and James M. Keller "Applications of fuzzy integrals to handwriting recognition", Proc. SPIE 2493, Applications of Fuzzy Logic Technology II, (13 June 1995); https://doi.org/10.1117/12.211792
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KEYWORDS
Fuzzy logic
Image segmentation
Computer programming
Detection and tracking algorithms
Databases
Legal
Neural networks
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