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ACSC
2005
IEEE
15 years 12 months ago
The Geodesic Self-Organizing Map and Its Error Analysis
The Self-Organizing Map (SOM) is one of the popular Artificial Neural Networks which is a useful in clustering and visualizing complex high dimensional data. Conventional SOMs are...
Yingxin Wu, Masahiro Takatsuka
ICDM
2005
IEEE
189views Data Mining» more  ICDM 2005»
15 years 12 months ago
Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
Jie Yin, Qiang Yang
ICIP
2005
IEEE
15 years 12 months ago
Human body posture refinement by nonparametric belief propagation
Accurate human body posture refinement from single or multiple images is essential in many applications, such as vision-based sport coaching and physical rehabilitation. Two main...
Ruixuan Wang, Wee Kheng Leow
SI3D
2005
ACM
15 years 11 months ago
A lighting model for general participating media
Efficient and visually compelling reproduction of effects due to multiple scattering in participating media remains one of the most difficult tasks in computer graphics. Althoug...
Kyle Hegeman, Michael Ashikhmin, Simon Premoze
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EURONGI
2005
Springer
15 years 11 months ago
A Low Computation Cost Algorithm to Solve Cellular Systems with Retrials Accurately
Abstract. This paper proposes an approximate methodology for solving Markov models that compete for limited resources and retry when access fails, like those arising in mobile cell...
Maria José Doménech-Benlloch, Jos&ea...