The Use of Context in Pattern Recognition
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1. Introduction

2. Context in Image Classification

a. Lower Order Markov Chains
b. Hilbert Space Filling Curves
c. Markov Meshes
d. Dependence Trees
3. Context in Text Recognition
a. A Quick Bit on Compound Decision Theory
b. Dictionary Look-up Methods


4. Conclusions

References 

References


[1] G.T. Toussaint, "The Use of Context in Pattern Recognition," Pattern Recognition, vol. 10, 1977,  pp. 189-204.

[2] R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, John Wiley and Sons, New York, New York, 2001.

[3] K. Abend, T.J. Harley, and L.N. Kanal, "Classification of Binary Random Patterns," IEEE Transactions on Information Theory, vol. 11, no. 4, October 1965, pp.538-544.

[4] C.K. Chow and C.N. Liu, "Approximating Discrete Probability Distributions with Dependence Trees," IEEE Transaction on Information Theory, vol.14, no. 3, May 1965, pp. 462-467.
 
 
 
 
 
 
 
 
 
 

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