System and method for object recognition based on three-dimensional adaptive feature detectors
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United States of America Patent
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Apr 1, 2014
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Aug 4, 2011
app pub date -
Feb 1, 2010
filing date -
Feb 1, 2010
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Abstract
Method and system for imaging an object in three-dimensions, binning data of the imaged object into three dimensional bins, determining a density value p of the data in each bin, and creating receptive fields of three dimensional feature maps, including processing elements O, each processing element O of a same feature map having a same adjustable parameter, weight Wc1. The density values p are processed with the processing elements O to determine an output value o for at least each three dimensional location of the imaging of the object having a density value p above a predetermined threshold value. An object is classified by processing the output values o with a committee of classifiers, and the classification of the object is communicated.
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