734 search results - page 50 / 147 » A New Indexing Method for High Dimensional Dataset |
122
Voted
CIKM
2007
Springer
15 years 6 months 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...
110
Voted
ICPR
2008
IEEE
15 years 7 months 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...
92
Voted
IJPRAI
2006
15 years 19 days 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 ...
103
Voted
ISBI
2007
IEEE
15 years 7 months 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...
110
Voted
BMVC
2010
14 years 10 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...