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Furthermore, the facial landmarks are tracked by utilizing prior knowledge on the facial feature configurations.
OWL reasoning engines such as FaCT++ are deployed to check for the inconsistencies of feature configurations fully automatically.
Ordered pillar or well feature configurations have been the primary surface topography evaluated for platelet and bacterial control [30,31,52-58].
CT has been studied extensively, and many feature configurations and arrays of covariance descriptors have been proposed to improve its discrimination power [6 11].
We compared various feature-set choices on MSRC-9, using combinations of SIFT (S), Color hue (C), and Gabor (G) descriptors, respectively, quantized using 1000, 100 and 400 center k-means codebooks, and testing both local-only and local + global aggregate feature configurations.
To test classification accuracy and establish feature contributions to CoreSC recognition we performed a number of runs, including multi-class (CRF, LibL and LibS) and binary classification using 9-fold cross-validation and a variety of feature configurations (All features, Leave-out-one-feature (LOOF) and Single feature with and without stop words).
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These dependencies and constraints describe the possible number of variants of the program: A valid feature configuration generates a specific variant with unique behavior.
The feature configuration of this method (P Peso Parada, D Sharma, J Lainez, D Barreda, P A Naylor, T van Waterschoot, A single-channel non-intrusive C50 estimator with application to reverberant speech recognition, submitted) is based on computing the frame-based features of NIRA-CART and including in addition 12 features extracted from the modulation domain.
When we experimented with different types of cross-validation and feature configuration we used LibLinear (LibL) (Fan et al., 2008) instead of LibS as the latter is costly timewise both in training and testing.
The simulation and experimental setups were closely matched and both featured configurations consisting of seven building arrays.
Fig. 2 Mapping system configuration to feature model configuration.
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