Handwritten Digit Recognition Using K-Nearest Neighbour Classifier
作者： U. Ravi Babu , Y. Venkateswarlu , Aneel Kumar Chintha
DOI: 10.1109/WCCCT.2014.7
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摘要: … The recognition of handwritten numerals can achieve high performance based on pre processing stage also. In MNIST handwritten digit database images are in gray scale images, …
sci-hub.se 参考文章(13)
Leon Bottou, Leon Bottou, V. Vapnik, Yann Lecun, I. Guyon, Eduard Sackinger, Corinna Cortes, Corinna Cortes, U.A. Muller, Patrice Simard, Patrice Simard, A. Brunot, Harris Drucker, Harris Drucker, L.D. Jackel, J. S. Denker, J. S. Denker, Comparison of learning algorithms for handwritten digit recognition EC2 & Cie. pp. 53- 60 ,(1995)
L. Heutte, T. Paquet, J.V. Moreau, Y. Lecourtier, C. Olivier, A structural/statistical feature based vector for handwritten character recognition Pattern Recognition Letters. ,vol. 19, pp. 629- 641 ,(1998) , 10.1016/S0167-8655(98)00039-7
A.F.R. Rahman, R. Rahman, M.C. Fairhurst, Recognition of Handwritten Bengali Characters: A Novel Multistage Approach Pattern Recognition. ,vol. 35, pp. 997- 1006 ,(2002) , 10.1016/S0031-3203(01)00089-9
Øivind Due Trier, Anil K. Jain, Torfinn Taxt, FEATURE EXTRACTION METHODS FOR CHARACTER RECOGNITION--A SURVEY Pattern Recognition. ,vol. 29, pp. 641- 662 ,(1996) , 10.1016/0031-3203(95)00118-2
J.D. Tubbs, A note on binary template matching Pattern Recognition. ,vol. 22, pp. 359- 365 ,(1989) , 10.1016/0031-3203(89)90045-9
S. Sural, P.K. Das, Recognition of an Indian script using multilayer perceptrons and fuzzy features international conference on document analysis and recognition. pp. 1120- 1124 ,(2001) , 10.1109/ICDAR.2001.953960
A.K. Jain, D. Zongker, Representation and recognition of handwritten digits using deformable templates IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 1386- 1391 ,(1997) , 10.1109/34.643899
Umapada Pal, Partha Pratim Roy, Multioriented and curved text lines extraction from Indian documents systems man and cybernetics. ,vol. 34, pp. 1676- 1684 ,(2004) , 10.1109/TSMCB.2004.827613
S. Mori, C.Y. Suen, K. Yamamoto, Historical review of OCR research and development Proceedings of the IEEE. ,vol. 80, pp. 1029- 1058 ,(1992) , 10.1109/5.156468
BV Dhandra, RG Benne, Mallikarjun Hangarge, Handwritten Kannada Numeral Recognition Based on Structural Features computational intelligence. ,vol. 2, pp. 224- 228 ,(2007) , 10.1109/ICCIMA.2007.219