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DAGM
2005
Springer
16 years 7 days ago
Improving a Discriminative Approach to Object Recognition Using Image Patches
In this paper we extend a method that uses image patch histograms and discriminative training to recognize objects in cluttered scenes. The method generalizes and performs well for...
Thomas Deselaers, Daniel Keysers, Hermann Ney
IJCNLP
2005
Springer
16 years 6 days ago
Improving Statistical Word Alignment with Ensemble Methods
Abstract. This paper proposes an approach to improve statistical word alignment with ensemble methods. Two ensemble methods are investigated: bagging and cross-validation committee...
Hua Wu, Haifeng Wang
ECML
2004
Springer
16 years 3 days ago
Improving Random Forests
Random forests are one of the most successful ensemble methods which exhibits performance on the level of boosting and support vector machines. The method is fast, robust to noise,...
Marko Robnik-Sikonja
GECCO
2004
Springer
16 years 2 days ago
Improving the Locality Properties of Binary Representations
Abstract. Choosing representations and operators that preserve locality between genotype and phenotype space is an important goal in EA design. In the GA literature there has been ...
Adrian Grajdeanu, Kenneth A. De Jong
ICDAR
2003
IEEE
15 years 12 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