Obstacle detection having enhanced classification

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United States of America Patent

APP PUB NO 20100013615A1
SERIAL NO

11096687

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A method and system for sensing an obstacle comprises transmitting an electromagnetic signal from a mobile machine to an object. A reflected electromagnetic signal is received from the object to determine a distance between the object and the mobile machine. An image patch is extracted from a region associated with the object. Each image patch comprises coordinates (e.g., three dimensional coordinates) associated with corresponding image data (e.g., pixels). If an object is present, image data may include at least one of object density data and object color data. Object density data is determined based on a statistical measure of variation associated with the image patch. Object color data based on the color of the object detected with brightness normalization. An object is classified or identified based on the determined object density and determined object color data.

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Patent Owner(s)

Patent OwnerAddress
CARNEGIE MELLON UNIVERSITY5000 FORBES AVENUE PITTSBURGH PA 15213

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dima, Cristian Sergiu Pittsburgh, US 1 135
Hebert, Martial Pittsburgh, US 2 137
Herman, Herman Pittsburgh, US 50 1371
Stentz, Anthony Joseph Pittsburgh, US 9 246

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