Devanagari Character Recognition using Bi-Dimensional Empirical Mode Decomposition
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N Sharma, U Pal, F Kimura, and S. Pal, "Recognition of Off-Line Handwritten Devnagari Characters Using Quadratic Classifier," in ICVGIP 2006, LNCS 4338, 2006, pp. 805 – 816.
S. Arora, D. Bhattacharjee, M. Nasipuri, D. K. Basu, and M. Kundu, "Recognition of non-compound handwritten Devanagari characters using a combination of MLP and minimum edit distance," International Journal of Computer Science and Security, vol. 4, no. 1, pp. 1-14, 2010.
D. C. Ciresan and J. Schmidhuber, "Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification," Switzerland, 2013.
Suthasinee Iamsa-at and Punyaphol Horata, "Handwritten Character Recognition Using Histograms of Oriented Gradient Features in Deep Learning of Artificial Neural Network," in International Conference on IT Convergence and Security (ICITCS), Macao, 2013, pp. 1-5.
Dan C. Cire¸san, Ueli Meier, and Luca M. Gambardella, "Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs," Switzerland, 2011.
N. E. Huang, Z. Shen, and S. R. Long, "The Empirical Mode Decomposition and the Hilbert Spectrum for Nonlinear and Non- Stationary Time Series Analysis," in Proc. R. Soc., London, 1998.
W. Huang and Y. Sun, "A New Image Watermarking Algorithm Using BEMD Method." in In Proc. ICCCAS, 2007.
Y. LeCun, C. Cortes, and Christopher J.C. Burges. (1998) The MNIST Dataset of handwritten digits. [Online]. http://yann.lecun.com/exdb/mnist/
D. Scherer, A. Muller, and S. Behnke, "Evaluation of pooling operations in convolutional architectures for object recognition," in International Conference on Artificial Neural Networks, Greece, 2010, pp. 92-101.
U. Bhattacharya and B. B. Choudhary, "Handwritten Numeral Databases ofIndian Scripts and Multistage Recognitionof Mixed Numerals," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 31, no. 3, pp. 444-457, March 2009.
V. J. Dongre and V. H. Mankar, "Development of Comprehensive Devnagari Numeral and Character Database for Offline Handwritten Character Recognition," Applied Computational Intelligence and Soft Computing, vol. 2012, pp. 1-5, 2012.
R. Kumar, A. Kumar, and P. Ahmed, "A Benchmark Dataset for Devnagari Document Recognition Research," in WSEAS Press, Lemesos, Cyprus, 2013, pp. 258-263.
Dipak Kumar Basu et al. Center for Microprocessor Application for Training Education and Research. [Online]. https://code.google.com/p/cmaterdb/
O. Dekel, R. Gilad Bachrach, O. Shamir, and L. Xia, "Optimal distributed online prediction using mini-batches," The Journal of Machine Learning Research, vol. 13, no. 1, pp. 165-202 , 2012.
P. Singh, A. Verma, and N.S. Chaudhari, "Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition," in Information Systems Design and Intelligent Applications, S.C. Satapathy, Ed. Vizag, India: Springer, 2016, pp. 551-561.
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