Method, apparatus, and program for generating classifiers
OwnerYi HUinventor
Life of this patent
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Abstract
Classifiers, which are combinations of a plurality of weak classifiers, for discriminating objects included in detection target images by employing features extracted from the detection target images to perform multi class discrimination including a plurality of classes regarding the objects are generated. When the classifiers are generated, branching positions and branching structures of the weak classifiers of the plurality of classes are determined, according to the learning results of the weak classifiers in each of the plurality of classes.
Claims12
A classifier generating apparatus, for generating classifiers, which are combinations of a plurality of weak classifiers, for discriminating objects included in detection target images by employing features extracted from the detection target images to perform multi class discrimination including a plurality of classes regarding the objects, comprising:
- learning means, for determining branching positions and branching structures of the weak classifiers of the plurality of classes, according to the learning results of the weak classifiers in each of the plurality of classes.
A classifier generating method, for generating classifiers, which are combinations of a plurality of weak classifiers, for discriminating objects included in detection target images by employing features extracted from the detection target images to perform multi class discrimination including a plurality of classes regarding the objects, comprising:
- a learning step, for determining branching positions and branching structures of the weak classifiers of the plurality of classes, according to the learning results of the weak classifiers in each of the plurality of classes.
A non transitory computer readable medium having a program recorded thereon that causes a computer to execute a classifier generating method, for generating classifiers, which are combinations of a plurality of weak classifiers, for discriminating objects included in detection target images by employing features extracted from the detection target images to perform multi class discrimination including a plurality of classes regarding the objects, comprising:
- a learning procedure, for determining branching positions and branching structures of the weak classifiers of the plurality of classes, according to the learning results of the weak classifiers in each of the plurality of classes.
Dependencies are inferred from the claim text.