Systems and methods for estimating pose of textureless objects

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United States of America Patent

PATENT NO 9892543
SERIAL NO

15054773

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Abstract

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Systems and methods for estimating the pose of a textureless object are disclosed. A method to estimate a pose of a textureless object includes obtaining, by a processing device, a single image of the textureless object. The pose of the textureless object can be inferred from the single image. The method further includes generating, by the processing device, a three dimensional model of the textureless object from a plurality of viewpoints and a plurality of scales obtained from image data of the textureless object, matching, by the processing device, the single image with a discretized render of the three dimensional model via a multi-level illumination invariant tree structure to obtain an alignment of the single image with the discretized render, and estimating, by the processing device, the pose of the textureless object based on the alignment.

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Patent Owner(s)

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CARNEGIE MELLON UNIVERSITY5000 FORBES AVENUE PITTSBURGH PA 15213

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  • 2016 Application Filing Year
  • G06T Class
  • 11416 Applications Filed
  • 7909 Patents Issued To-Date
  • 69.28 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances20162017201820192020202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Banerjee, Natasha Hannawa Falls, US 1 5
Cao, Zhe Pittsburgh, US 14 73
Sheikh, Yaser Pittsburgh, US 29 591

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  • 1 Citation Count
  • G06T Class
  • 22.86 % this patent is cited more than
  • 7 Age
Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges2246476526853201 - 1011 - 2021 - 3031 - 4041 - 5051 - 60100 +050100150200250300350400450500550600650700

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