SYSTEM AND METHOD FOR 3-D ULTRASOUND IMAGING AND MOTION ESTIMATION

Patent №

US 5,876,342

Granted

1999-03-02

Filed 1997

Owner

SIEMENS MEDICAL SYSTEMS, INC.

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08884708

A system and method for 3-D ultrasound image registration and 3-D motion estimation. A calibrated 3-D speckle function is first pre-determined for the transducer and the tissue to be scanned. A series of image frames are identified and grouped into 3-D big and small blocks. Blocks representing speckle are identified and then, a full width half maximum value sum-absolute-difference technique is used to obtain an out-of-plane motion estimation based on decorrelation characteristics throughout the volume. For in-plane motion estimation, cross-correlation characteristics between pairs of frames are compared and, using a minimum sum absolute value technique, an estimate of in-plane motion is obtained. Fuzzy logic techniques are then used to obtain more accurate estimates. Finally, the out-of-plane motion estimate is updated based on decorrelation characteristics of the speckle frames used for the in-plane determination using a full width half maximum value technique.

VisionG06T 7/254Y10S 128/916

AI classification

Vision1.00
Machine learning0.04
Natural language0.00
Evolutionary computation0.00
Speech0.00
AI hardware0.00
Planning0.00
Knowledge representation0.00

Ownership

SIEMENS MEDICAL SYSTEMS, INC.

assignment · 89530356

Assignors

CHEN, JIAN-FENG, WENG, LEE

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

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