IP Library Granted Patent US 7,564,999
Granted Patent B2
US 7,564,999 · App. 11/188,422 · Granted Jul 21, 2009

Method for identifying markers in radiographic images

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Quick Facts
Patent No.
US 7,564,999
App. No.
11/188,422
Granted
Jul 21, 2009
Kind
B2
Abstract

A method for automatically recognizing a marker in a radiographic image. The method includes the steps of: accessing the radiographic image in digital form; segmenting the digital image into a plurality of regions; detecting a marker region from the plurality of regions; and recognizing the marker disposed within the marker region to determine the marker's semantic meaning.

Claims (27)

1. A method for automatically recognizing a marker generated at the same time a radiographic image is generated and having semantic meaning specifying associated image information in the radiographic image, comprising using a computer to perform the following steps comprising the steps of:

accessing the radiographic image in digital form;

segmenting the digital image into a plurality of regions;

detecting a marker region from the plurality of regions; and

recognizing the marker generated at the same time a radiographic image is generated and having semantic meaning specifying associated image information disposed within the marker region to determine the marker's semantic meaning.

2. The method of claim 1 , further comprising the step of associating the marker's semantic meaning with the radiographic image.

3. The method of claim 2 , wherein the step of associating is accomplished by storing the semantic meaning in a DICOM format.

4. The method of claim 1 , wherein the step of detecting the marker region is accomplished by the steps of:

labeling each of the plurality of regions; and

identifying the marker region by locating the marker within one of the plurality of labeled regions.

5. The method of claim 1 , wherein the step of recognizing the marker is accomplished using optical character recognition or a marker image match.

6. The method of claim 5 , wherein the step of recognizing the marker using the marker image match is accomplished by the steps of:

extracting the marker region from the digital image;

transforming the marker region into a standard position;

aligning the marker region with a target marker;

computing a similarity measure between the marker region and the target marker;

repeating the steps of aligning and computing with other target markers; and

determining which one of the target markers computes the highest similarity measure.

7. The method of claim 6 , wherein the step of computing the similarity measure is accomplished by calculating a correlation coefficient or a confidence level from a neural network or fuzzy inference engine.

8. The method of claim 6 , wherein a database is provided to manage the plurality of target markers and the method further comprises the steps of:

transforming and storing the plurality of target markers in digital form to generate associated information;

maintaining the associated information in the database;

outputting the associated information needed for image storage and management.

9. The method of claim 1 , further comprising the step of using the semantic meaning of the marker to display the image.

10. The method of claim 1 , further comprising the step of using the semantic meaning to arrange the radiographic image relative to other radiographic images.

11. The method of claim 1 , further comprising the step of using the semantic meaning to render the radiographic image.

12. A computer readable storage medium having computer instructions stored therein causing one or more computers to perform the method of claim 1 .

Assignments (13)
RELEASE OF SECURITY INTEREST Recorded Oct 14, 2022
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: CARESTREAM HEALTH, INC.; CARESTREAM DENTAL, LLC; QUANTUM MEDICAL IMAGING, L.L.C.; QUANTUM MEDICAL HOLDINGS, LLC; TROPHY DENTAL INC.
Reel/Frame 061681/0380 →
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY (FIRST LIEN) Recorded Oct 14, 2022
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: CARESTREAM HEALTH, INC.; CARESTREAM DENTAL LLC; QUANTUM MEDICAL IMAGING, L.L.C.; TROPHY DENTAL INC.
Reel/Frame 061683/0441 →
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY (SECOND LIEN) Recorded Oct 14, 2022
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: CARESTREAM HEALTH, INC.; CARESTREAM DENTAL LLC; QUANTUM MEDICAL IMAGING, L.L.C.; TROPHY DENTAL INC.
Reel/Frame 061683/0601 →
SECOND LIEN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Jul 1, 2013
From: CARESTREAM HEALTH, INC.; CARESTREAM DENTAL LLC; QUANTUM MEDICAL IMAGING, L.L.C.; TROPHY DENTAL INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 030724/0154 →
AMENDED AND RESTATED INTELLECTUAL PROPERTY SECURITY AGREEMENT (FIRST LIEN) Recorded Jun 28, 2013
From: CARESTREAM HEALTH, INC.; CARESTREAM DENTAL LLC; QUANTUM MEDICAL IMAGING, L.L.C.; TROPHY DENTAL INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 030711/0648 →
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY (SECOND LIEN) Recorded Mar 13, 2012
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: CARESTREAM HEALTH, INC.
Reel/Frame 027851/0812 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 12, 2011
From: CARESTREAM HEALTH, INC.; CARESTREAM DENTAL, LLC; QUANTUM MEDICAL IMAGING, L.L.C.; QUANTUM MEDICAL HOLDINGS, LLC; TROPHY DENTAL INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 026269/0411 →
RELEASE OF SECURITY INTEREST IN INTELLECTUAL PROPERTY (FIRST LIEN) Recorded Apr 4, 2011
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: CARESTREAM HEALTH, INC.
Reel/Frame 026069/0012 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 7, 2008
From: EASTMAN KODAK COMPANY
To: CARESTREAM HEALTH, INC.
Reel/Frame 020741/0126 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 7, 2008
From: EASTMAN KODAK COMPANY
To: CARESTREAM HEALTH, INC.
Reel/Frame 020756/0500 →
FIRST LIEN OF INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Jul 27, 2007
From: CARESTREAM HEALTH, INC.
To: CREDIT SUISSE, CAYMAN ISLANDS BRANCH, AS ADMINISTRATIVE AGENT
Reel/Frame 019649/0454 →
SECOND LIEN INTELLECTUAL PROPERTY SECURITY AGREEME Recorded Jul 27, 2007
From: CARESTREAM HEALTH, INC.
To: CREDIT SUISSE, CAYMAN ISLANDS BRANCH, AS ADMINISTRATIVE AGENT
Reel/Frame 019773/0319 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 25, 2005
From: LUO, HUI
To: EASTMAN KODAK COMPANY
Reel/Frame 016819/0908 →