BORDER DETECTION FOR MEDICAL IMAGING

Patent №

US 7,022,073

Granted

2006-04-04

Filed 2003

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

Lab

AI components

2

vision · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10405136

Methods and systems for detecting a border in a medical image are provided. A boundary is chosen as a connected curve whose tangent is substantially perpendicular to the gradient of the image everywhere along the curve. As an alternative to a tangent, a normal or other border direction may be used. At a given point within the image, the tangent to the boundary and the image gradient direction are orthogonal. Using an initial boundary detection, the boundary associated with the minimum cost or associated with the closest boundary where the boundary tangent and the image gradient directional are orthogonal for locations along the boundary is identified. By refining an initial border location to minimize divergence from the boundary tangent being orthogonal to the image gradient direction or by identifying a border based on the orthogonal relationship, accurate border detection may be provided in ultrasound images as well as other medical images.

VisionEvolutionary computationG06T 7/12G06T 7/149G06T 7/187G06V 10/443G06T 2207/10132G06T 2207/20104G06T 2207/20116G06T 2207/30101+1 more

AI classification

Vision1.00
Evolutionary computation0.81
Planning0.31
Knowledge representation0.00
AI hardware0.00
Machine learning0.00
Speech0.00
Natural language0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 139380593

Assignors

FAN, LIEXIANG, VON BEHREN, PATRICK L., SUMANAWEERA, THILAKA S.

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

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