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» MicroARTMAP for pattern recognition problems
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ICPR
2002
IEEE
14 years 8 months ago
Solving the Small Sample Size Problem of LDA
The small sample size problem is often encountered in pattern recognition. It results in the singularity of the within-class scatter matrix Sw in Linear Discriminant Analysis (LDA...
Rui Huang, Qingshan Liu, Hanqing Lu, Songde Ma
ICPR
2006
IEEE
14 years 8 months ago
Affine Invariant Information Embedment for Accurate Camera-Based Character Recognition
Recognizing characters in a scene image taken by a digital camera has been studied for decades. However, it is still a challenging problem to achieve high accuracy. In this paper,...
Shinichiro Omachi, Masakazu Iwamura, Seiichi Uchid...
CP
2000
Springer
13 years 12 months ago
A Language for Audiovisual Template Specification and Recognition
We address the issue of detecting automatically occurrences of high level patterns in audiovisual documents. These patterns correspond to recurring sequences of shots, which are co...
Jean Carrive, Pierre Roy, François Pachet, ...
ICDAR
2003
IEEE
14 years 28 days ago
Optimizing Binary Feature Vector Similarity Measure using Genetic Algorithm and Handwritten Character Recognition
Classifying an unknown input is a fundamental problem in pattern recognition. A common method is to define a distance metric between patterns and find the most similar pattern i...
Sung-Hyuk Cha, Charles C. Tappert, Sargur N. Sriha...
MCS
2004
Springer
14 years 1 months ago
An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems
The ECOC framework provides a powerful and popular method for solving multiclass problems using a multitude of binary classifiers. We had recently introduced the Binary Hierarchica...
Suju Rajan, Joydeep Ghosh