Adaptive driver assistance systems with robust estimation of object properties
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United States of America Patent
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May 8, 2012
Grant Date -
May 28, 2009
app pub date -
Nov 21, 2008
filing date -
Nov 28, 2007
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Expired
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Abstract
A computer-implemented system and method for estimating properties of objects represented in digital images, comprising the steps of (a) encoding input data from a sensor in a neural map comprising neurons having numerical activation values, wherein the activation values in the neural maps have continuous time dynamics defined by an update scheme; (b) creating, adapting and deleting weights of the neural map in unsupervised, incremental manner; (c) transmitting data from an input map to an output map, based on the values of the weights; wherein each weight between the input map (IM) and a neural output map (OM) has a unique source and destination neuron; and wherein data transmission is directed; and (d) detecting correlations between the input map (IM).
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