Sentence examples for boosting framework from inspiring English sources

These methods train a discriminative classifier under the boosting framework.

The weak classifiers are updated with the obtained samples in the online boosting framework.

The tracking task is formulated as a binary classification via online boosting framework.

Sequential training could be investigated and combined with a boosting framework.

We propose a deep boosting framework based on layer-by-layer joint feature boosting and dictionary learning.

For more details on including backward removal or even a floating searching capability into the boosting framework, please refer to [24].

Meanwhile, many methods are based on boosting cascade frameworks, and, as we know, almost all existing cascade frameworks are trained based on two conflicted criteria (false-positive-rate and hit-rate) for the detection-error tradeoff.

Li et al. [4] proposed a new learning SURF cascade for ameliorating boosting cascade frameworks.

Furthermore, a boosted detection framework rather than the complex DPM is adopted to achieve both high accuracy and efficiency.

In the reconstruction under the boosted cascade framework, only a few key features are selected by Boosting to conduct the reconstruction.

The proposed solutions serve as a framework for boosting the error resiliency of pre-encoded video and can be applied to MPEG-2, and H.264/AVC coded streams.