IP Library Granted Patent US 7,436,986
Granted Patent B2
US 7,436,986 · App. 10/397,100 · Granted Oct 14, 2008

Positive patient identification

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Quick Facts
Patent No.
US 7,436,986
App. No.
10/397,100
Granted
Oct 14, 2008
Kind
B2
Abstract

A process and an enabling system and associated devices are directed to automatically and positively identifying a person based upon a matching comparison between a stored, historical iris recognition-based record and a contemporaneously obtained record. The algorithm involves identifying anchor features in selected regions of an iris image and mapping an iris pattern associated with the anchor features into a topologically consistent flat analysis space. Analysis according to the invention generates historical (reference) and contemporaneous Iris Feature Vectors for individuals upon which matching comparisons can be made to positively identify an individual from the reference base.

Claims (47)

1. A system for positively identifying a patient, comprising:

an eye illumination source;

a sensor configured to capture an image of the patient's eye containing an iris;

an optical system for transferring the image to the sensor;

means for analyzing the image;

an information storage/retrieval component coupled to the analyzing means and having stored therein a plurality of historical Iris Feature Vectors (IFVs) representing identification indicia of a plurality of patients;

wherein the analyzing means is adapted to generate from the image a contemporaneous IFV representing an identification indicia of the patient;

wherein the analyzing means is suitably programmed for comparing the contemporaneous IFV to the plurality of stored, historical IFVs, and determining a similarity relationship between the contemporaneous IFV and the historical IFVs, and

wherein the analyzing means is adapted to identify in the image an inner region and an outer region, an inner region anchor feature located on an outer border of the inner region, and an outer region anchor feature located on an outer border of the outer region, the contemporaneous IFV being located in an analysis space bounded by the outer border of the inner region, and the outer border of the outer region and a third border extending between the inner region anchor feature and the outer region anchor feature, wherein said anchor features are landmarks of the patient's eye.

the outer border of the inner region being located at a pupil/iris boundary, and the outer border of the outer region being located at a limbus boundary.

2. A method for facilitating positively identifying a patient, comprising the following steps:

a) acquire an image of the patient's eye containing an iris;

b) determine an inner region and an outer region of the eye;

c) locate an inner region anchor feature within a search space on an outer border of the inner region and located at a pupil/iris boundary;

d) locate an outer region anchor feature within a search space on an outer border of the outer region and located at a limbus boundary;

e) identify a third border extending between the inner region anchor feature and the outer region anchor feature, wherein said anchor features are landmarks of the patient's eye;

f) determine a plurality of iris image intensity values in a region of the image bounded by the third border and the outer border of the inner region and the outer border of the outer region;

g) map the intensity values into a normalized analysis space;

h) create a pattern of sample regions, choosing a size and shape for each sample region;

i) sample the normalized analysis space with the sample region pattern;

j) create from 1 to n Iris Feature Vectors (IFVs) for each sample region;

k) create an array of IFVs for the sample regions, and;

l) store the array in a storage/retrieval medium.

3. The method of claim 2 , wherein the array of stored IFVs comprise an historical IFV representing a particular patient's identification data set.

4. The method of claim 2 further comprising sorting the array of IFVs.

5. The method of claim 3 , further comprising performing steps a) through k) at a subsequent time on a particular patient, wherein the subsequently obtained array comprises a contemporaneous IFV for the particular patient.

6. The method of claim 5 , comprising comparing the contemporaneous IFV with a stored plurality of historical IFVs, and generating a similarity index, x, for each comparison, so as to match the contemporaneous IFV with an historical IFV.

7. The method of claim 6 , wherein 0≦x≦1.

8. The method of claim 6 , comprising perturbing a sample region location in the sample region pattern when the similarity index is not sufficient to positively match the contemporaneous IFV with a single historical IFV.

9. A storage/retrieval medium having stored therein an historical IFV obtained in accordance with the method of claim 2 .

10. A device readable medium having stored therein a contemporaneous IFV obtained in accordance with the method of claim 4 .

11. An ophthalmic diagnostic or therapeutic system being sufficient to perform an algorithm, and being programmed in such a manner to execute the algorithm for a positive patient identification, said algorithm comprising:

a) acquire an iris image of a patient's eye containing an iris;

b) determine an inner region and an outer region of the eye;

c) locate an inner region anchor feature within a search space on an outer border of the inner region and located at a pupil/iris boundary;

d) locate an outer region anchor feature within a search space on an outer border of the outer region and located at a limbus boundary;

e) identify a third border extending between the inner region anchor feature and the outer region anchor feature, wherein said anchor features are landmarks of the patient's eye;

f) determine a plurality of iris image intensity values in a region of the image bounded by the third border and the outer border of the inner region and the outer border of the outer region into a normalized analysis space;

g) map the intensity values into a normalized analysis space;

h) create a pattern of sample regions, choosing a size and shape for each sample region;

i) sample the normalized analysis space with the sample region pattern;

j) create from 1 to n Iris Feature Vectors (IFVs) for each sample region;

k) create an array of the IFVs, and;

l) store the array in a storage/retrieval medium.

12. The system of claim 1 , wherein the analyzing means is adapted to identify the contemporaneous IFVs within a sample regions inside the analysis space, the total area of the sample regions being less than the area of the analysis space.

13. The system of claim 12 , wherein the sample region comprises a plurality of sample region boxes.

14. The system of claim 1 , wherein the border extending between the inner region anchor feature and the outer region anchor feature is a straight line.

Assignments (26)
RELEASE OF SECURITY INTEREST Recorded Nov 20, 2025
From: THE BANK OF NEW YORK MELLON, AS NOTES COLLATERAL AGENT
To: ATON PHARMA, INC.; BAUSCH & LOMB INCORPORATED; BAUSCH & LOMB PHARMA HOLDINGS CORP.; COMMONWEALTH LABORATORIES, LLC; DOW PHARMACEUTICAL SCIENCES, INC.; ECR PHARMACEUTICALS CO., INC.; LABORATOIRE CHAUVIN S.A.S.; MEDICIS PHARMACEUTICAL CORPORATION; ONPHARMA INC.; ORAPHARMA, INC.; PRECISION DERMATOLOGY, INC.; SALIX PHARMACEUTICALS, LTD.; SALIX PHARMACEUTICALS, INC.; SANTARUS, INC.; SOLTA MEDICAL, INC.; SYNERGETICS USA, INC.; TECHNOLAS PERFECT VISION GMBH; VALEANT CANADA LP; VALEANT PHARMACEUTICALS INTERNATIONAL; VALEANT PHARMACEUTICALS INTERNATIONAL, INC.; VALEANT PHARMACEUTICALS NORTH AMERICA LLC; WIRRA IP PTY LIMITED; VALEANT PHARMA POLAND SP. Z O.O.; VALEANT PHARMACEUTICALS LUXEMBOURG S.A R.L.; VALEANT PHARMACEUTICALS IRELAND LIMITED
Reel/Frame 073637/0001 →
RELEASE OF SECURITY INTEREST Recorded Nov 20, 2025
From: THE BANK OF NEW YORK MELLON, AS NOTES COLLATERAL AGENT
To: BAUSCH HEALTH AMERICAS, INC.; BAUSCH & LOMB INCORPORATED; BAUSCH HEALTH US, LLC; SOLTA MEDICAL, INC.; MEDICIS PHARMACEUTICAL CORPORATION; SALIX PHARMACEUTICALS, INC.; SALIX PHARMACEUTICALS, LTD.; SANTARUS, INC.; ORAPHARMA, INC.; PRECISION DERMATOLOGY, INC.
Reel/Frame 073637/0126 →
RELEASE OF SECURITY INTEREST Recorded Nov 20, 2025
From: THE BANK OF NEW YORK MELLON, AS NOTES COLLATERAL AGENT
To: BAUSCH & LOMB INCORPORATED; BAUSCH HEALTH US, LLC; SOLTA MEDICAL, INC.; MEDICIS PHARMACEUTICAL CORPORATION; SALIX PHARMACEUTICALS, INC.; SALIX PHARMACEUTICALS, LTD.; SANTARUS, INC.; ORAPHARMA, INC.; PRECISION DERMATOLOGY, INC.; BAUSCH HEALTH AMERICAS, INC.
Reel/Frame 073654/0242 →
ASSIGNMENT OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (059913/0548) Recorded Aug 14, 2025
From: CITIBANK, N.A., AS RESIGNING AGENT
To: JPMORGAN CHASE BANK, N.A., AS SUCCESSOR AGENT
Reel/Frame 072469/0091 →
RELEASE OF SECURITY INTEREST Recorded Apr 8, 2025
From: BARCLAYS BANK PLC, AS COLLATERAL AGENT
To: SOLTA MEDICAL, INC.; PRECISION DERMATOLOGY, INC.; BAUSCH HEALTH IRELAND LIMITED (F/K/A/ VALEANT PHARMACEUTICALS IRELAND LIMITED); SALIX PHARMACEUTICALS, INC.; SALIX PHARMACEUTICALS, LTD; SANTARUS, INC.; MEDICIS PHARMACEUTICAL CORPORATION; HUMAX PHARMACEUTICAL S.A.; SOLTA MEDICAL IRELAND LIMITED; BAUSCH & LOMB MEXICO, S.A. DE C.V.; BAUSCH+LOMB OPS B.V.; BAUSCH HEALTH AMERICAS, INC.; BAUSCH HEALTH COMPANIES INC.; BAUSCH HEALTH HOLDCO LIMITED; BAUSCH HEALTH MAGYARORSZAG KFT (A/K/A BAUSCH HEALTH HUNGARY LLC); BAUSCH HEALTH POLAND SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSCIA (F/K/A VALEANT PHARMA POLAND SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSCIA); BAUSCH HEALTH US, LLC; BAUSCH HEALTH, CANADA INC. / SANTE BAUSCH, CANADA INC.; ICN POLFA RZESZOW SPOLKA AKCYJNA (A/K/A ICN POLFA RZESZOW S.A.); ORAPHARMA, INC.; PRZEDSIEBIORSTWO FARMACEUTYCZNE JELFA SPOLKA AKCYJNA (A/K/A PRZEDSIEBIORSTWO FARMACEUTYCZNE JELFA S.A.); SOLTA MEDICAL DUTCH HOLDINGS B.V.; V-BAC HOLDING CORP.; VRX HOLDCO LLC; 1261229 B.C. LTD.; 1530065 B.C. LTD.
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PATENT SECURITY AGREEMENT Recorded Oct 4, 2023
From: BAUSCH & LOMB INCORPORATED
To: CITIBANK, N.A., AS NOTES COLLATERAL AGENT
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SECURITY INTEREST Recorded Jun 8, 2021
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To: THE BANK OF NEW YORK MELLON, AS COLLATERAL AGENT
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SECURITY INTEREST Recorded Feb 26, 2018
From: ATON PHARMA, INC.; BAUSCH & LOMB INCORPORATED; BAUSCH & LOMB PHARMA HOLDINGS CORP.; COMMONWEALTH LABORATORIES, LLC; DOW PHARMACEUTICAL SCIENCES, INC.; ECR PHARMACEUTICALS CO., INC.; LABORATOIRE CHAUVIN S.A.S.; MEDICIS PHARMACEUTICAL CORPORATION; ONPHARMA INC.; ORAPHARMA, INC.; PRECISION DERMATOLOGY, INC.; SALIX PHARMACEUTICALS, LTD.; SALIX PHARMACEUTICALS, INC.; SANTARUS, INC.; SOLTA MEDICAL, INC.; SYNERGETICS USA, INC.; TECHNOLAS PERFECT VISION GMBH; VALEANT CANADA LP; VALEANT PHARMACEUTICALS INTERNATIONAL; VALEANT PHARMACEUTICALS INTERNATIONAL, INC.; VALEANT PHARMACEUTICALS NORTH AMERICA LLC; WIRRA IP PTY LIMITED; VALEANT PHARMA POLAND SP. Z O.O.; VALEANT PHARMACEUTICALS LUXEMBOURG S.A R.L.; VALEANT PHARMACEUTICALS IRELAND LIMITED
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