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ICDAR
2003
IEEE
15 years 11 months ago
Comparison of Genetic Algorithm and Sequential Search Methods for Classifier Subset Selection
Classifier subset selection (CSS) from a large ensemble is an effective way to design multiple classifier systems (MCSs). Given a validation dataset and a selection criterion, the...
Hongwei Hao, Cheng-Lin Liu, Hiroshi Sako
116
Voted
ICDAR
2003
IEEE
15 years 11 months ago
Integration of Contextual Information in Handwriting Recognition Systems
This paper investigates different strategies allowing integration of contextual information during the feature extraction stage of a cursive handwriting HMM-based recognition syst...
F. Grandidier, Robert Sabourin, Ching Y. Suen
ICDAR
2003
IEEE
15 years 11 months ago
Non-similar candidate removal method for off-line handwritten Korean character recognition
We describe an off-line handwritten Korean character recognition module for real-time address reading. Our module has a two-stage recognition structure. The first recognition aims...
Seon-Hwa Jeong, Yun Seok Nam, Hye-Kyu Kim
160
Voted
ICDAR
2003
IEEE
15 years 11 months ago
Proper Names Extraction from Fax Images Combining Textual and Image Features
In the frame of a Unified Messaging System, a crucial task of the system is to provide the user with key information on every message received, like keywords reflecting the object...
Laurence Likforman-Sulem, Pascal Vaillant, Fran&cc...
146
Voted
ICDAR
2003
IEEE
15 years 11 months ago
Binary Classification Trees for Multi-class Classification Problems
This paper proposes a binary classification tree aiming at solving multi-class classification problems using binary classifiers. The tree design is achieved in a way that a class ...
Jin-Seon Lee, Il-Seok Oh