Handwriting Recognition

November 21, 2014

In this mini-project I describe a classification interface developed by me, using some very famous classification schemes. The interface can be used for hand-written numbers between 0 and 9. It employs the use of three classification algorithms (refer references).


Disclaimer - I do not own any of these algorithms and have simply implemented them using MATLAB.







[1] J. J. LaViola and R. C. Zeleznik, "A practical approach for writer-dependent symbol recognition using a writer-independent symbol recognizer," Pattern Anal. Mach. Intell. IEEE Trans. On, vol. 29, no. 11, pp. 1917--1926, 2007.

[2] L. B. Kara and T. F. Stahovich, "An image-based, trainable symbol recognizer for hand-drawn sketches," Comput. Graph., vol. 29, no. 4, pp. 501--517, 2005.

[3] D. Rubine, Specifying gestures by example, vol. 25. ACM, 1991.

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University of Illinois at Urbana-Champaign

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