235 search results - page 33 / 47 » An efficient bit-based feature selection method |
126
Voted
PRL
2000
15 years 17 days ago
2000
We demonstrate the advantages of using Bayesian multi layer perceptron (MLP) neural networks for image analysis. The Bayesian approach provides consistent way to do inference by c...
120
Voted
CVPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Kernel methods provide an efficient mechanism to derive nonlinear algorithms. In classification problems as well as in feature extraction, kernel-based approaches map the original...
101
Voted
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
This paper proposes a new learning method, which integrates feature selection with classifier construction for human detection via solving three optimization models. Firstly, the ...
111
Voted
APVIS
2008
15 years 2 months ago
2008
Large amounts of time-varying datasets create great challenges for users to understand and explore them. This paper proposes an efficient visualization method for observing overal...
102
Voted
ECCV
2002
Springer
16 years 2 months ago
2002
Springer
Establishing point correspondences between images is a key step for 3D-shape computation. Nevertheless, shape extraction and point correspondence are treated, usually, as two diffe...