METHOD AND APPARATUS FOR AUTOMATIC DETECTION OF ANOMALIES IN VESSEL STRUCTURES

Patent №

US 7,546,154

Granted

2009-06-09

Filed 2004

Owner

SIEMENS AKTIENGESELLSCHAFT

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10836946

In a method and apparatus for fully automatic detection of anomalies in vessel structures, a 3D volume data set of an imaging 3D measurement of the vessel structure is obtained and, for an evaluation device, the vessel structure is detected in the 3D volume data set and subsequently is skeletonized in order to obtain a three-dimensional course of skeletonization paths. Characteristic quantities of the vessel structure are automatically determined along the skeletonization paths as features that are significant for an anomaly to be detected, in order obtain one or more feature series. The determined feature series are classified by non-linear imaging and comparison with reference feature series that have been determined for different classes of known vessel structures that contain different anomalies and known vessel structures without anomalies. Anomalies corresponding to the classification thus are identified.

VisionG06T 7/0012G06T 2207/10072G06T 2207/20044G06T 2207/30101

AI classification

Vision1.00
Machine learning0.36
Planning0.10
AI hardware0.02
Evolutionary computation0.00
Natural language0.00
Knowledge representation0.00
Speech0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 157420148

Assignors

HORNEGGER, JOACHIM, PRUMMER, MARCUS

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

From the same owner

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