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117
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ACCV
2009
Springer
15 years 10 months ago
Levels of Details for Gaussian Mixture Models
Mixtures of Gaussians are a crucial statistical modeling tool at the heart of many challenging applications in computer vision and machine learning. In this paper, we first descri...
Vincent Garcia, Frank Nielsen, Richard Nock
148
Voted
CIARP
2009
Springer
15 years 10 months ago
Optimizations and Performance of a Robotics Grasping Algorithm Described in Geometric Algebra
Abstract. The usage of Conformal Geometric Algebra leads to algorithms that can be formulated in a very clear and easy to grasp way. But it can also increase the performance of an ...
Florian Wörsdörfer, Florian Stock, Eduar...
126
Voted
ICVS
2009
Springer
15 years 10 months ago
Incremental Video Event Learning
We propose a new approach for video event learning. The only hypothesis is the availability of tracked object attributes. The approach incrementally aggregates the attributes and r...
Marcos Zúñiga, François Br&ea...
KI
2009
Springer
15 years 10 months ago
Machine Learning Techniques for Selforganizing Combustion Control
Abstract. This paper presents the overall system of a learning, selforganizing, and adaptive controller used to optimize the combustion process in a hard-coal fired power plant. T...
Erik Schaffernicht, Volker Stephan, Klaus Debes, H...
119
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DSN
2008
IEEE
15 years 10 months ago
A study of cognitive resilience in a JPEG compressor
Many classes of applications are inherently tolerant to errors. One such class are applications designed for a human end user, where the capabilities of the human cognitive system...
Damian Nowroth, Ilia Polian, Bernd Becker