MOBILE CAMERA LOCALIZATION USING DEPTH MAPS

Mobile camera localization using depth maps is described for robotics, immersive gaming, augmented reality and other applications. In an embodiment a mobile depth camera is tracked in an environment at the same time as a 3D model of the environment is formed using the sensed depth data. In an embodi...

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Hauptverfasser: Shahram Izadi S, David Molyneaux D, David Alexander Butler DA, Jamie Daniel Joseph Shotton JDJ, David Kim D, Pushmeet Kohli P, Richard Newcombe R, Andrew Fitzgibbon A, Stephen Edward Hodges SE, Otmar Hilliges O
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creator Shahram Izadi S
David Molyneaux D
David Alexander Butler DA
Jamie Daniel Joseph Shotton JDJ
David Kim D
Pushmeet Kohli P
Richard Newcombe R
Andrew Fitzgibbon A
Stephen Edward Hodges SE
Otmar Hilliges O
description Mobile camera localization using depth maps is described for robotics, immersive gaming, augmented reality and other applications. In an embodiment a mobile depth camera is tracked in an environment at the same time as a 3D model of the environment is formed using the sensed depth data. In an embodiment, when camera tracking fails, this is detected and the camera is relocalized either by using previously gathered keyframes or in other ways. In an embodiment, loop closures are detected in which the mobile camera revisits a location, by comparing features of a current depth map with the 3D model in real time. In embodiments the detected loop closures are used to improve the consistency and accuracy of the 3D model of the environment.
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In an embodiment a mobile depth camera is tracked in an environment at the same time as a 3D model of the environment is formed using the sensed depth data. In an embodiment, when camera tracking fails, this is detected and the camera is relocalized either by using previously gathered keyframes or in other ways. In an embodiment, loop closures are detected in which the mobile camera revisits a location, by comparing features of a current depth map with the 3D model in real time. 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In an embodiment a mobile depth camera is tracked in an environment at the same time as a 3D model of the environment is formed using the sensed depth data. In an embodiment, when camera tracking fails, this is detected and the camera is relocalized either by using previously gathered keyframes or in other ways. In an embodiment, loop closures are detected in which the mobile camera revisits a location, by comparing features of a current depth map with the 3D model in real time. In embodiments the detected loop closures are used to improve the consistency and accuracy of the 3D model of the environment.</abstract><oa>free_for_read</oa></addata></record>
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language chi ; eng
recordid cdi_epo_espacenet_HK1171853A1
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subjects CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
title MOBILE CAMERA LOCALIZATION USING DEPTH MAPS
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