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ICDAR
2003
IEEE
15 years 3 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
ICDAR
2003
IEEE
15 years 3 months ago
Visualizing Multimedia Content on Paper Documents: Components of Key Frame Selection for Video Paper
The components of a key frame selection algorithm for a paper-based multimedia browsing interface called Video Paper are described. Analysis of video image frames is combined with...
Jonathan J. Hull, Berna Erol, Jamey Graham, Dar-Sh...
ICDAR
2003
IEEE
15 years 3 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
ICDAR
2003
IEEE
15 years 3 months ago
Improved Nearest Neighbor Based Approach to Accurate Document Skew Estimation
The nearest-neighbor based document skew detection methods do not require the presence of a predominant text area, and are not subject to skew angle limitation. However, the accur...
Yue Lu, Chew Lim Tan
ICDAR
2003
IEEE
15 years 3 months ago
Automatic Thresholding of Gray-level Using Multi-stage Approach
A multi-stage approach is presented for thresholding document images, along with its application. The proposed method is based on two stages. Global thresholding is used in first ...
Sue Wu, Adnan Amin