3D Current Reconstruction From 2D Dense MCG Images

Patent №

US 8,553,956

Granted

2013-10-08

Filed 2011

Owner

EPSON RESEARCH AND DEVELOPMENT, INC.

+1 more

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13300353

A current dipole is determined by solving the inverse problem multiple times in consecutive stages. At each stage, a new high resolution image is generated from a magnetic field map from the immediately previous stage, and at each stage more constraints are extracted from the current high resolution image than were available in the immediately previous stage. After the constraints are extracted from a current high resolution image, the current high resolution is updated to incorporate constraints from the immediately previous stage. The updated high resolution image, and the currently extracted constraints are used to resolve the inverse problem, and the Biot-Savart law is used to calculated the current dipole.

AI classification

Vision1.00
Planning0.93
Evolutionary computation0.93
Machine learning0.72
AI hardware0.71
Knowledge representation0.50
Natural language0.01
Speech0.00

Ownership

EPSON RESEARCH AND DEVELOPMENT, INC.

assignment · 272640612

SEIKO EPSON CORPORATION

assignment · 273320106

Assignors

WU, CHENYU, XIAO, JING

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

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