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ALT
2003
Springer
16 years 2 months ago
Kernel Trick Embedded Gaussian Mixture Model
In this paper, we present a kernel trick embedded Gaussian Mixture Model (GMM), called kernel GMM. The basic idea is to embed kernel trick into EM algorithm and deduce a parameter ...
Jingdong Wang, Jianguo Lee, Changshui Zhang
IROS
2006
IEEE
110views Robotics» more  IROS 2006»
15 years 11 months ago
Topological Modelling for Human Augmented Mapping
— Service robots designed for domestic settings need to navigate in an environment that they have to share with their users. Thus, they have to be able to report their current st...
Elin Anna Topp, Henrik I. Christensen
AVBPA
2005
Springer
225views Biometrics» more  AVBPA 2005»
15 years 7 months ago
Video-Based Face Recognition Using Bayesian Inference Model
There has been a flurry of works on video sequence-based face recognition in recent years. One of the hard problems in this area is how to effectively combine the facial configu...
Wei Fan, Yunhong Wang, Tieniu Tan
PR
2011
14 years 8 months ago
Generalized darting Monte Carlo
One of the main shortcomings of Markov chain Monte Carlo samplers is their inability to mix between modes of the target distribution. In this paper we show that advance knowledge ...
Cristian Sminchisescu, Max Welling
ISM
2006
IEEE
75views Multimedia» more  ISM 2006»
15 years 11 months ago
True Images: A Calibration Technique to Reproduce Images as Recorded
When the user of a digital camera records an image, there is some presumption that when displayed, there is an accurate tonal representation. However, this is almost never the cas...
Corey Manders, Steve Mann