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WAIM
2009
Springer
15 years 3 months ago
2009
Springer
In the k-nearest neighbor (KNN) classifier, nearest neighbors involve only labeled data. That makes it inappropriate for the data set that includes very few labeled data. In this ...
CIVR
2006
Springer
15 years 3 months ago
2006
Springer
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
CVPR
2006
IEEE
16 years 1 months ago
2006
IEEE
Segmentation involves separating an object from the background. In this work, we propose a novel segmentation method combining image information with prior shape knowledge, within...
ICDAR
2011
IEEE
13 years 11 months ago
2011
IEEE
– Better understanding the document logical components is crucial to many applications, e.g., document classification or data integration. As the development of digital libraries...
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CVPR
2010
IEEE
15 years 2 months ago
2010
IEEE
In a sparse-representation-based face recognition scheme, the desired dictionary should have good representational power (i.e., being able to span the subspace of all faces) while...