Image based object classification
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United States of America Patent
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Aug 28, 2018
Grant Date -
Apr 21, 2016
app pub date -
Jun 13, 2013
filing date -
Jun 13, 2013
priority date (Note) -
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Abstract
A method for classifying an object in image data to one out of a set of classes using a classifier, said image data comprising an image of the object, each class indicating a property common to a group of objects, the method comprising the steps of obtaining said classifier used to estimate for an input feature vector a probability for each of the set of classes, one probability indicating whether the input feature vector belongs to one class; extracting a feature vector from said image data; using the obtained classifier to estimate the probabilities for the extracted feature vector; and evaluating the estimated probabilities for determining whether the object does not belong to any one of the set of classes based using a quality indicator.
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