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DAGM
2007
Springer
15 years 7 months ago
Clustered Stochastic Optimization for Object Recognition and Pose Estimation
We present an approach for estimating the 3D position and in case of articulated objects also the joint configuration from segmented 2D images. The pose estimation without initial...
Juergen Gall, Bodo Rosenhahn, Hans-Peter Seidel
90
Voted
ICPR
2006
IEEE
15 years 6 months ago
Fault Detection in Distributed Systems by Representative Subspace Mapping
The high dimensionality of system observation, together with the frequent changes of system normal behavior resulting from workload variations, makes fault detection very difficu...
Haifeng Chen, Guofei Jiang, Kenji Yoshihira
96
Voted
EGH
2005
Springer
15 years 6 months ago
GPU-accelerated high-quality hidden surface removal
High-quality off-line rendering requires many features not natively supported by current commodity graphics hardware: wide smooth filters, high sampling rates, order-independent ...
Daniel Wexler, Larry Gritz, Eric Enderton, Jonatha...
SAC
2004
ACM
15 years 6 months ago
Similarity between Euclidean and cosine angle distance for nearest neighbor queries
Understanding the relationship among different distance measures is helpful in choosing a proper one for a particular application. In this paper, we compare two commonly used dis...
Gang Qian, Shamik Sural, Yuelong Gu, Sakti Pramani...
109
Voted
ECAI
2004
Springer
15 years 6 months ago
Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets
Advances in data collection technologies allow accumulation of large and high dimensional datasets and provide opportunities for learning high quality classification and regression...
Kang Peng, Zoran Obradovic, Slobodan Vucetic