METHOD AND SYSTEM FOR SEGMENTING A BRAIN IMAGE

Patent №

US 8,831,328

Granted

2014-09-09

Filed 2011

Owner

AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13379649

A method is proposed for segmenting a brain image into a CSF region, a WM region and a GM region. An upper limit for the intensity values of a CSF region in the image is estimated such that the points of the image having an intensity less than this upper limit include a subset of the points which form a spatially connected group and which have a peaked intensity distribution. In other words, the invention exploits both the expected spatial distribution and expected intensity distribution of the CSF region. This makes it possible for the method to provide reliable discrimination of the CSF region even in CT images with poor image quality. Various methods are proposed for using the upper limit, and for improving the segmentation accuracy.

VisionG06T 7/11G06T 7/136G06T 7/143G06V 10/28G06T 2207/10072G06T 2207/10081G06T 2207/30016

AI classification

Vision1.00
AI hardware0.23
Machine learning0.09
Planning0.08
Evolutionary computation0.00
Knowledge representation0.00
Speech0.00
Natural language0.00

Ownership

AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH

assignment · 277660213

Assignors

GUPTA, VARSHA, NOWINSKI, WIESLAW LUCJAN

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

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