734 search results - page 50 / 147 » A New Indexing Method for High Dimensional Dataset |
180
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CIKM
2007
Springer
16 years 7 days ago
2007
Springer
We consider the problem of document indexing and representation. Recently, Locality Preserving Indexing (LPI) was proposed for learning a compact document subspace. Different from...
172
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ICPR
2008
IEEE
16 years 15 days ago
2008
IEEE
We present a new approach to the general problem of template-based segmentation, detection, and registration. This joint problem is highly nonlinear and high dimensional, due to t...
152
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IJPRAI
2006
15 years 6 months ago
2006
Linear Discriminant Analysis (LDA) is a popular feature extraction technique in statistical pattern recognition. However, it often suffers from the small sample size problem when ...
158
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ISBI
2007
IEEE
16 years 11 days ago
2007
IEEE
This paper introduces a new method based on k-Nearest Neighbors Graphs (KNNG) for bringing into alignment multiple views of the same scene acquired at two different time points. T...
158
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BMVC
2010
15 years 4 months ago
2010
This paper presents a framework for recognising realistic human actions captured from unconstrained environments. The novelties of this work lie in three aspects. First, we propos...