DocumentCode
327910
Title
An algorithm for constructing a multi-template dictionary for character recognition considering distribution of feature vectors
Author
Sun, Fang ; Omachi, Shin´ichiro ; Aso, Hirotomo
Author_Institution
Dept. of Electr. Commun., Tohoku Univ., Sendai, Japan
Volume
2
fYear
1998
fDate
16-20 Aug 1998
Firstpage
1114
Abstract
An algorithm to construct a multi-template dictionary for character recognition is presented. It is a repetitive process of partitioning and estimating the distribution by observing both within-class distribution and between-class information. The effectiveness of the algorithm is shown by experimental results
Keywords
handwritten character recognition; maximum likelihood estimation; normal distribution; between-class information; character recognition; feature vectors distribution; multi-template dictionary; partitioning; within-class distribution; Character recognition; Covariance matrix; Dictionaries; Eigenvalues and eigenfunctions; Euclidean distance; Gaussian distribution; Handwriting recognition; Partitioning algorithms; Sun;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.711889
Filename
711889
Link To Document