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US 8,027,544 B2Granted
Information processing method and information processing apparatus
AssigneeCanon Kabushiki Kaisha
InventorsYusuke Mitarai, Masakazu Matsugu, Katsuhiko Mori
Life of this patent
Estimating the term…
Abstract
Processing data which belong to different classes and label data indicating the classes to which the processing data belong are input (S20). A distance relationship between the processing data is calculated (S22). An interclass separation degree between the classes is set (S23). The distance relationship is updated based on the label data and the interclass separation degree (S24). A data mapping relationship which approximates the updated distance relationship is calculated (S25).
Claims22
An information processing-method comprising:
- an input step of inputting processing data which belong to different classes and label data indicating the classes to which the processing data belong;
- a first calculation step of calculating a distance relationship between the processing data input in the input step;
- a setting step of setting an interclass separation degree between the classes;
- an updating step of updating the distance relationship based on the label data and the interclass separation degree;
- and
- a second calculation step of calculating a data mapping relationship which approximates a distance relationship updated in the updating step.
3 more elements
An information processing apparatus, comprising:
- an input unit adapted to input processing data which belong to different classes and label data indicating the classes to which the processing data belong;
- a first calculation unit adapted to calculate a distance relationship between the processing data input by the input unit;
- a setting unit adapted to set an interclass separation degree between the classes;
- an updating unit adapted to update the distance relationship based on the label data and the interclass separation degree;
- and
- a second calculation unit adapted to calculate a data mapping relationship which approximates a distance relationship updated by the updating unit.
3 more elements
Dependencies are inferred from the claim text.