IP Library Granted Patent US 7,965,905
Granted Patent B2
US 7,965,905 · App. 11/648,603 · Granted Jun 21, 2011

Device, method and system for automatic stabilization of a series of retinal images

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Quick Facts
Patent No.
US 7,965,905
App. No.
11/648,603
Granted
Jun 21, 2011
Kind
B2
Abstract

Some embodiments of the present invention may relate to a device and a method of enabling the stabilization of a series of retinal angiography images to provide a coherent serial display, the method comprising: locally matching a pair of overlapping images, said locally matching includes at least providing a best offset vector for the images, wherein the best offset vector is provided based upon a matching of features from overlapping portions of the images; globally matching at least a triplet of matching pairs of images, wherein pairs of globally matching images include locally matching pairs whose best offset vector sum is substantially zero; choosing a key image; and aligning all the remaining images to the key image.

Claims (31)

1. A method of stabilizing a series of retinal angiography images to provide a coherent serial display, said method comprising:

locally matching each pair of overlapping images, said locally matching includes at least providing a best offset vector for the images, wherein the best offset vector is provided based upon a matching of features from overlapping portions of the images;

globally matching at least a triplet of matching pairs of images, wherein pairs of globally matching images include locally matching pairs whose best offset vector sum is substantially zero;

choosing a key image;

aligning remaining images from the series of images to the key image, wherein said aligning comprises computing distortions between the key image and each of the other images; and

computing corrective transformations to compensate for the distortions using one of: a free quadratic model, an affine model and a translation model, and rendering the other images according to the computed corrective transformations.

2. The method according to claim 1 , wherein said images comprise an internal fixation device and further comprising removing said internal fixation device from the series of images prior to said step of locally matching.

3. The method according to claim 2 , further comprising restoring the internal fixation device to said series of images following said step of aligning.

4. The method according to claim 1 , wherein said choosing a key image comprises choosing the image having a highest amount of correlative data with the other images.

5. The method according to claim 1 , wherein said computing comprises matching features in said key image and in the other images using correlation.

6. An apparatus for stabilizing a series of retinal angiography images to provide a coherent serial display, comprising:

means for locally matching each pair of overlapping images, said means for locally matching including at least means for providing a best offset vector for the images, wherein the best offset vector is provided based upon a matching of features from overlapping portions of the images;

means for globally matching at least a triplet of matching pairs of images, wherein pairs of globally matching images include locally matching pairs whose best offset vector sum is substantially zero;

means for choosing a key image; and

means for aligning remaining images from the series of images to the key image, wherein the means for aligning comprises means for computing distortions between the key image and each of the other images;

means for computing corrective transformations to compensate for the distortions using one of: a free quadratic model, an affine model and a translation model;

means for rendering the other images according to the computed corrective transformations.

7. The apparatus according to claim 6 , wherein said images comprise an internal fixation device and further comprising means for removing said internal fixation device from the series of images.

8. The apparatus according to claim 7 , further comprising means for restoring the internal fixation device to said series of images.

9. The apparatus according to claim 6 , wherein said means for choosing a key image comprise means for choosing the image having a highest amount of correlative data with the other images.

10. The apparatus according to claim 6 , wherein said means for computing comprise means for matching features in said key image and in the other images using correlation.

11. A non-transitory program storage device readable by machine, tangibly embodying a program of instructions executable by the machine to perform method steps of enabling a stabilization of a series of retinal angiography images to provide a coherent serial display, said method comprising:

locally matching a pair of overlapping images, said locally matching includes at least providing a best offset vector for the images, wherein the best offset vector is provided based upon a matching of features from overlapping portions of the images;

globally matching at least a triplet of matching pairs of images, wherein pairs of globally matching images include locally matching pairs whose best offset vector sum is substantially zero;

choosing a key image;

aligning remaining images from the series of images to the key image, wherein said aligning comprises computing distortions between the key image and each of the other images; and

computing corrective transformations to compensate for the distortions using one of: a free quadratic model, an affine model and a translation model, and rendering the other images according to the computed corrective transformations.

12. The program storage device according to claim 11 , wherein said images comprise an internal fixation device and further comprising removing said internal fixation device from the series of images prior to said locally matching.

13. The program storage device according to claim 12 , further comprising restoring the internal fixation device to said series of images following said aligning.

14. The program storage device according to claim 11 , wherein said choosing a key image comprises choosing the image having a highest amount of correlative data with the other images.

15. The program storage device according to claim 11 , wherein said computing comprises matching features in said key image and in the other images using correlation.

Assignments (9)
SECURITY INTEREST Recorded Oct 1, 2025
From: MERATIVE US L.P.; MERGE HEALTHCARE INCORPORATED
To: TCG SENIOR FUNDING L.L.C., AS COLLATERAL AGENT
Reel/Frame 072808/0442 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 21, 2022
From: INTERNATIONAL BUSINESS MACHINES CORPORATION
To: MERATIVE US L.P.
Reel/Frame 061496/0752 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 19, 2021
From: MERGE HEALTHCARE INCORPORATED
To: INTERNATIONAL BUSINESS MACHINES CORPORATION
Reel/Frame 055661/0386 →
RELEASE OF SECURITY INTEREST Recorded Oct 15, 2015
From: GUGGENHEIM CORPORATE FUNDING, LLC
To: MERGE HEALTHCARE SOLUTIONS INC.; MERGE HEALTHCARE INCORPORATED; MERGE SH HOLDINGS, INC.; REQUISITE SOFTWARE, INC.; CEDARA SOFTWARE CORP.; ULTRAVISUAL MEDICAL SYSTEMS CORPORATION; MERGE ECLINICAL, INC.
Reel/Frame 036874/0234 →
TERMINATION AND RELEASE OF SECURITY INTEREST (PATENTS) (REEL 030281/FRAME 0510) Recorded Apr 29, 2014
From: JEFFERIES FINANCE LLC, AS COLLATERAL AGENT
To: MERGE HEALTHCARE INCORPORATED; MERGE ASSET MANAGEMENT CORP.; MERGE ECLINICAL INC.; MERGE HEALTHCARE SOLUTIONS INC.; MERGE SF HOLDINGS, INC.; MERGE SH HOLDINGS, INC.; REQUISITE SOFTWARE INC.; MERGE INTERACTIVE, INCORPORATED
Reel/Frame 032784/0850 →
PATENT SECURITY AGREEMENT Recorded Apr 29, 2014
From: MERGE HEALTHCARE INCORPORATED; MERGE ASSET MANAGEMENT CORP.; MERGE ECLINICAL INC.; MERGE HEALTHCARE SOLUTIONS INC.; MERGE SF HOLDINGS, INC.; MERGE SH HOLDINGS, INC.; REQUISITE SOFTWARE INC.
To: GUGGENHEIM CORPORATE FUNDING, LLC, AS COLLATERAL AGENT
Reel/Frame 032784/0644 →
SECURITY AGREEMENT Recorded Apr 24, 2013
From: MERGE HEALTHCARE INCORPORATED; MERGE ASSET MANAGEMENT CORP.; MERGE ECLINICAL INC.; MERGE HEALTHCARE SOLUTIONS INC.; MERGE SF HOLDINGS, INC.; MERGE SH HOLDINGS, INC.; REQUISITE SOFTWARE INC.; MERGE INTERACTIVE, INCORPORATED
To: JEFFERIES FINANCE LLC
Reel/Frame 030281/0510 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 16, 2012
From: OPHTHALMIC IMAGING SYSTEMS
To: MERGE HEALTHCARE INCORPORATED
Reel/Frame 028799/0823 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 20, 2007
From: ALLON, NOAM; HORESH, NIZAN
To: OPHTHALMIC IMAGING SYSTEMS INC.
Reel/Frame 018927/0526 →