CONTROLLING THE NUMBER OF ITERATIONS IN IMAGE RECONSTRUCTION

Patent №

US 8,103,487

Granted

2012-01-24

Filed 2007

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

Lab

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11930985

An iterative reconstruction method to reconstruct an object includes determining, in a series of iteration steps, updated objects, wherein each iteration step includes determining a data model from an input object, and determining a stop-criterion of the data model on the basis of a chi-square-gamma statistic. The method further includes determining that the stop-criterion of the data model has transitioned from being outside the limitation of a preset threshold value to being inside the limitation, ending the iterations, and selecting one of the updated objects to be the reconstructed object.

Machine learningVisionPlanningG06T 11/006G06T 12/20G06T 2211/424

AI classification

Machine learning1.00
Vision0.99
Planning0.71
Evolutionary computation0.42
AI hardware0.17
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 208480697

Assignors

VIJA, A. HANS, YAHIL, AMOS

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

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