Decision Theoretic and Structural Pattern Recognition Methods in Speech Processing

1982 ◽  
pp. 489-506
Author(s):  
L. Saitta
Keyword(s):  
Pattern Recognition ◽  
Speech Processing ◽  
Structural Pattern ◽  
Structural Pattern Recognition ◽  
Pattern Recognition Methods

scholarly journals AN INTEGRATED ARCHITECTURE FOR RECOGNITION OF TOTALLY UNCONSTRAINED HANDWRITTEN NUMERALS

1993 ◽  
Vol 07 (04) ◽  
pp. 757-773 ◽  
Author(s):  
AMAR GUPTA ◽  
M.V. NAGENDRAPRASAD ◽  
A. LIU ◽  
P.S.P. WANG ◽  
S. AYYADURAI
Keyword(s):  
Pattern Recognition ◽  
Back Propagation ◽  
Neural Net ◽  
Back Propagation Algorithm ◽  
Structural Pattern ◽  
Handwritten Numeral Recognition ◽  
Structural Pattern Recognition ◽  
Pattern Recognition Methods ◽  
Integrated Architecture ◽  
Numeral Recognition

A multi-staged system for off-line handwritten numeral recognition is presented here. After scanning, the digitized binary bitmap image of the source document is passed through a preprocessing stage which performs segmentation, thinning and rethickening, normalization, and slant correction. The recognizer is a three-layered neural net trained with back-propagation algorithm. While a few systems that use three-layered nets for recognition have been presented in the literature, the contribution of our system is based on two aspects: elaborate preprocessing based on structural pattern recognition methods combined with a neural net based recognizer; and integration of neural net based and structural pattern recognition methods to produce high accuracies.

Structural pattern recognition methods based on string comparison for fusion databases

2008 ◽  
Vol 83 (2-3) ◽  
pp. 421-424 ◽  
Author(s):  
S. Dormido-Canto ◽  
G. Farias ◽  
R. Dormido ◽  
J. Vega ◽  
J. Sánchez ◽  
...  
Keyword(s):  
Pattern Recognition ◽  
Structural Pattern ◽  
Structural Pattern Recognition ◽  
Pattern Recognition Methods ◽  
String Comparison
Sign in / Sign up

Export Citation Format

Share Document