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ICCV
2003
IEEE
14 years 11 months ago
2003
IEEE
This paper proposes a switching hypothesized measurements (SHM) model supporting multimodal probability distributions and presents the application of the model in handling potenti...
ICPR
2008
IEEE
14 years 10 months ago
2008
IEEE
We present a distributed machine learning framework based on support vector machines that allows classification problems to be solved iteratively through parallel update algorithm...
ECCV
2010
Springer
14 years 2 months ago
2010
Springer
We introduce an algorithm to estimate the optimal exposure parameters from the analysis of a single, possibly under- or over-exposed, image. This algorithm relies on a new quantita...
ECCV
2010
Springer
14 years 1 months ago
2010
Springer
We propose a model for classification and detection of object classes where the number of classes may be large and where multiple instances of object classes may be present in an i...
MVA
2010
13 years 7 months ago
2010
In this paper, an unsupervised learning algorithm, neighborhood linear embedding (NLE), is proposed to discover the intrinsic structures such as neighborhood relationships, global ...