Improved dynamic-programming-based handwritten word recognition using optimal order statistics

1997 ◽  
Author(s):  
Wen-Tsong Chen ◽  
Paul D. Gader ◽  
Hongchi Shi
Keyword(s):  
Dynamic Programming ◽  
Word Recognition ◽  
Order Statistics ◽  
Optimal Order ◽  
Handwritten Word Recognition ◽  
Improved Dynamic Programming

OFF-LINE UNCONSTRAINED HANDWRITTEN WORD RECOGNITION

2000 ◽  
Vol 14 (03) ◽  
pp. 259-280 ◽  
Author(s):  
JINHAI CAI ◽  
ZHI-QIANG LIU
Keyword(s):  
Dynamic Programming ◽  
Word Recognition ◽  
Fuzzy Theory ◽  
Gabor Filters ◽  
Programming Method ◽  
New Method ◽  
Dynamic Programming Method ◽  
Handwritten Word Recognition ◽  
2D Images

In this paper, we describe our system for writer independent, off-line unconstrained handwritten word recognition. We have developed a new method to automatically determine the parameters of Gabor filters to extract features from slant and tilt corrected images. An algorithm is also developed to translate 2D images to 1D domain. Finally, we propose a modified dynamic programming method with fuzzy theory to recognize words. Our initial experiments have shown promising results.

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