METHOD AND DEVICE FOR NOISE SUPPRESSION IN MEDICAL IMAGES

Patent №

US 8,249,355

Granted

2012-08-21

Filed 2008

Owner

SIEMENS AKTIENGESELLSCHAFT

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12313566

The invention relates to a method for noise suppression in medical images comprising steps of measuring the gradient field strength of an image pixel and selecting a suitable filter mask for noise suppression as a function of the gradient field strength, with the value of the gradient field strength being compared with a predetermined threshold value. The method is repeated when an additional image pixel is selected. A decision is made per read-in image pixel as to which type of filter mask is used for filtering. A selection can be made between filter masks of different sizes or isotropic or anisotropic or directional filter masks. The decision is based on the measured gradient field strength of the respective pixel. The use of different filter masks allows the signal-to-noise ratio to be improved, without distorting structures like edges for instance and without generating artificial structures in homogenous noise regions.

VisionA61B 6/504G06T 5/70G06T 7/13A61B 6/12G06T 2207/10116G06T 2207/20012G06T 2207/30004

AI classification

Vision1.00
AI hardware0.03
Machine learning0.00
Evolutionary computation0.00
Natural language0.00
Knowledge representation0.00
Planning0.00
Speech0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 219280887

Assignors

BOHM, STEFAN, MARTIN, SANDRA

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

From the same owner

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