MODEL-BASED POSITIONAL ESTIMATION METHOD

Patent №

US 8,744,819

Granted

2014-06-03

Filed 2011

Owner

STANMORE IMPLANTS WORLDWIDE LIMITED

+2 more

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12987362

A model-based method is described which defines a rigid transformation between two co-ordinate systems that reduces the accuracy requirements on the quality of the data-set (including, but not restricted to, the error in the acquisition process, and the number and spread of the points) measured in one of the two co-ordinate systems by identifying a set of remote correspondences that are used to bind the convergence process. The method can be used in minimal-access orthopaedic surgery to improve the accuracy of limb registration. Specific instances include femoral registration, by estimating the functional center of the hip joint in both co-ordinate systems to be co-registered, and tibial registration, using the ankle center as a distant set of paired correspondences. Accuracy can be measured in a variety of ways, including, but not restricted to, evaluating the mis-alignment between the two co-registered objects.

Machine learningA61B 5/103A61B 5/4504G06T 7/33A61B 5/4528A61B 2090/364G06T 2207/30008

AI classification

Machine learning0.60
Vision0.37
AI hardware0.01
Natural language0.00
Knowledge representation0.00
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

STANMORE IMPLANTS WORLDWIDE LIMITED

assignment · 274900062

MAKO SURGICAL CORP.

assignment · 305760846

THE ACROBOT COMPANY LIMITED

assignment · 326460689

Assignors

RODRIGUEZ Y BAENA, FERDINANDO MARIA

On an employer assignment, the assignors are typically the inventors.

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