Feature extraction in beauty analysis

• US 7,324,668 B2
• Filed: 12/21/2001
• Issued: 01/29/2008
• Est. Priority Date: 10/01/2001
• Status: Active Grant

• Current Assignee: L'Oreal SA
• Original Assignee: L'Oreal SA
• Inventors: Pruche, Francis, Rubinstenn, Gilles
• Primary Examiner(s): Mehta; Bhavesh M.
• Assistant Examiner(s): Seth; Manav
• Application Number:
  US10/024,495
• Publication Number:
  US 20030063801A1
• Time in Patent Office: 2,230 Days
• Field of Search: 382/100, 382/118, 382/190, 382/195, 382/203, 382/276, 382/128, 345/646
• US Class Current: 382/118
• CPC Class Codes: A45D 44/005 for selecting or displaying personal cosmetic colours or hairstyle
• CPC Class Codes: A61B 5/0077 Devices for viewing the surface of the body, e.g. camera, magnifying lens
• CPC Class Codes: A61B 5/1034 by means of colour cards
• CPC Class Codes: A61B 5/411 Detecting or monitoring allergy or intolerance reactions to an allergenic agent or substance
• CPC Class Codes: A61B 5/442 Evaluating skin mechanical properties, e.g. elasticity, hardness, texture, wrinkle assessment
• CPC Class Codes: A61B 5/444 Evaluating skin marks, e.g. mole, nevi, tumour, scar
• CPC Class Codes: A61B 5/445 Evaluating skin irritation or skin trauma, e.g. rash, eczema, wound, bed sore
• CPC Class Codes: A61B 5/446 Scalp evaluation or scalp disorder diagnosis, e.g. dandruff
• CPC Class Codes: A61B 5/7267 involving training the classification device
• CPC Class Codes: A61B 5/7475 User input or interface means, e.g. keyboard, pointing device, joystick
• CPC Class Codes: G06T 11/00 2D [Two Dimensional] image generation
• CPC Class Codes: G16H 15/00 ICT specially adapted for medical reports, e.g. generation or transmission thereof
• CPC Class Codes: G16H 30/40 for processing medical images, e.g. editing
• CPC Class Codes: G16H 40/67 for remote operation
• CPC Class Codes: G16H 50/50 for simulation or modelling of medical disorders
• CPC Class Codes: H04N 23/61 based on recognised objects
• CPC Class Codes: H04N 23/63 by using electronic viewfinders
• CPC Class Codes: H04N 23/661 Transmitting camera control signals through networks, e.g. control via the Internet

Abstract

A method of performing a beauty analysis is disclosed. The method comprises receiving information of at least one portion of a subject'"'"'s external body condition, identifying in the information at least one condition, extracting from the information at least one feature of the at least one condition, and storing extracted information reflective of the at least one feature.

Claims

1. A method of performing a skin analysis and maintaining a subject'"'"'s privacy, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s facial skin, wherein the at least one image includes facial features enabling substantial identification of the subject'"'"'s identity;

identifying in the at least one image at least one skin condition, wherein during identifying, the at least one image is processed to identify substantially all visible occurrences of the at least one skin condition in at least one part of the at least one image;

extracting from the at least one image at least one representation of the at least one skin condition, wherein the extracted representation includes a skin condition image devoid of substantially all facial features other than the at least one skin condition;

storing information reflective of the at least one representation; and

displaying the skin condition image such that the subject is substantially unidentifiable.

2. The method of claim 1, wherein the stored information includes an image of the at least one skin condition.

3. The method of claim 1, wherein the stored information includes a quantification of the at least one representation.

4. The method of claim 3, wherein the quantification indicates at least one of an extent, intensity, frequency, type, and severity of the at least one skin condition.

5. The method of claim 1, wherein the at least one skin condition includes at least one wrinkle.

9. The method of claim 1, wherein during receiving, the at least one image is obtained in digital form.

10. The method of claim 1, wherein during identifying, a computer processor is used to perform an image processing function.

11. The method of claim 1, wherein the at least one skin condition includes at least one of skin pore size, texture, elasticity, dryness, cellulitis, sweating, aging, wrinkles, melanoma, exfoliation, desquamation, homogeneity of color, micro-circulation, shininess, softness, smoothness, hydration, sebum production, cleanliness, irritation, redness, vasomotion, vasodilation, vasoconstriction, pigmentation and freckles.

12. The method of claim 1, wherein storing includes saving the at least one representation at a geographical address separate from a geographical address of the at least one image.

13. The method of claim 1, further comprising instructing the subject on how to record the at least one image.

14. The method of claim 13, wherein instructing includes advising the subject on how to capture the at least one image with an image capture device.

15. The method of claim 14, wherein the image capture device is a digital camera.

16. The method of claim 13, wherein instructing includes advising the subject on how to capture the at least one image using a scanner.

17. The method of claim 1, further comprising associating personal information about the subject with the information reflective of the at least one representation.

18. The method of claim 17, wherein the personal information includes at least one of physical characteristics, lifestyle information, family history information, vocational information, environmental information, genetic information, and information correlated to the at least one skin condition.

19. The method of claim 18, performed on a plurality of subjects, the method further comprising maintaining a searchable database for correlating personal information of the plurality of subjects with skin conditions of the plurality of subjects.

20. The method of claim 3, wherein the quantification is tracked over time.

22. The method of claim 1, wherein during extracting at least one portion of the at least one image is magnified to facilitate identifying the at least one skin condition.

25. The method of claim 1 conducted, at least in part, in a network environment, wherein receiving at least one image occurs via a network and in at least one location remote from a location of the subject.

6. A method of performing a skin analysis and maintaining a subject'"'"'s privacy, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s facial skin, wherein the at least one image includes facial features enabling substantial identification of the subject'"'"'s identity;

identifying at least one skin condition in the at least one image of the at least one portion of the subject'"'"'s facial skin, the at least one skin condition including at least one wrinkle,

wherein during identifying, the at least one image of the at least one portion of the subject'"'"'s facial skin is processed to identify substantially all visible wrinkles in at least one part of the at least one image of the at least one portion of the subject'"'"'s facial skin;

extracting at least one representation of the at least one skin condition from the at least one image of the at least one portion of the subject'"'"'s facial skin, wherein the at least one extracted representation includes a skin condition image devoid of substantially all facial features other than the visible wrinkles; and

displaying the skin condition image such that the subject is substantially unidentifiable.

7. The method of claim 6, wherein the visible wrinkles are represented in the extracted representation by marks mirroring contours and locations of the visible wrinkles.

8. The method of claim 7, wherein wrinkle depth is reflected in the extracted representation by at least one of mark intensity, color, and visual cue.

21. A method of performing a skin analysis and maintaining a subject'"'"'s privacy, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s facial skin, wherein the at least one image includes facial features enabling substantial identification of the subiect'"'"'s identity;

identifying at least one skin condition in the at least one image of the at least one portion of the subject'"'"'s facial skin;

extracting at least one representation of the at least one skin condition from the at least one image of the at least one portion of the subject'"'"'s facial skin,

wherein extracting occurs to an extent that the subject is anonymous when the representation is viewed; and

displaying the representation such that the subject is anonymous.

23. A method of performing a skin analysis, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s facial skin, wherein the at least one image includes facial features enabling substantial identification of the subject'"'"'s identity;

identifying in the at least one image at least one skin condition;

extracting from the at least one image at least one representation of the at least one skin condition, wherein the extracted representation includes a skin condition image devoid of substantially all facial features other than the at least one skin condition; and

storing information reflective of the at least one representation,

wherein skin in the received image is covered with powder to facilitate extracting the at least one representation.

24. A method of performing a skin analysis, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s facial skin, wherein the at least one image includes facial features enabling substantial identification of the subject'"'"'s identity;

identifying in the at least one image at least one skin condition;

extracting from the at least one image at least one representation of the at least one skin condition, wherein the extracted representation includes a skin condition image devoid of substantially all facial features other than the at least one skin condition; and

storing information reflective of the at least one representation,

wherein skin in the received image is illuminated with a Woods lamp to facilitate extracting the at least one representation.

26. A method of performing a skin analysis and maintaining a subject'"'"'s privacy, the method comprising:

receiving an image of a portion of a subject'"'"'s skin, wherein the image includes facial features enabling substantial identification of the subject'"'"'s identity;

identifying in the image at least one skin condition, wherein during identifying, the at least one image is processed to identify substantially all visible occurrences of the at least one skin condition in at least one part of the at least one image;

extracting from the image at least one representation of the at least one skin condition, wherein the extracted representation includes a skin condition image devoid of substantially all facial features other than the at least one skin condition;

storing information reflective of the at least one representation; and

displaying the skin condition image such that the subject is substantially unidentifiable.

27. The method of claim 26, wherein during extracting at least a portion of the at least one image is magnified to facilitate identifying the at least one skin condition.

30. The method of claim 26 conducted, at least in part, in a network environment, wherein receiving an image occurs via a network and in at least one location remote from a location of the subject.

28. A method of performing a skin analysis, the method comprising:

receiving an image of a portion of a subject'"'"'s skin, wherein the subject is substantially identifiable in the at least one image;

identifying in the image at least one skin condition;

extracting from the image at least one representation of the at least one skin condition, wherein the extracted representation includes a skin condition image devoid of substantially all features that identify the subject; and

storing information reflective of the at least one representation,

wherein skin in the received image is covered with powder to facilitate extracting the at least one representation.

29. A method of performing a skin analysis, the method comprising:

receiving an image of a portion of a subject'"'"'s skin, wherein the subject is substantially identifiable in the at least one image;

identifying in the image at least one skin condition;

extracting from the image at least one representation of the at least one skin condition, wherein the extracted representation includes a skin condition image devoid of substantially all features that identify the subiect; and

storing information reflective of the at least one representation,

wherein skin in the received image is illuminated with a Woods lamp to facilitate extracting the at least one representation.

31. A system for performing a skin analysis and maintaining a subject'"'"'s privacy, the system comprising:

first memory for storing an image of at least a portion of a subject'"'"'s facial skin, wherein the image includes facial features enabling substantial identification of the subiect'"'"'s identity;

processor configured to identify in the image at least one skin condition and for extracting from the image at least one representation of the at least one skin condition to thereby protect the subject'"'"'s identity; and

second memory for storing information reflective of the at least one representation.

32. A method of protecting an identity of an individual providing a body image, the method comprising:

instructing the subject to capture at least one image of at least one portion of the subject, the image containing information for use in a skin analysis and information unrelated to a skin analysis, including facial features enabling substantial identification of the subject'"'"'s identity;

providing software for modifying the at least one image to remove at least some of the information unrelated to the skin analysis, thereby protecting the subject'"'"'s identity during transmission;

receiving the modified image over a network; and

performing a skin analysis on the modified image.

33. A method of performing a hair analysis, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s hair;

identifying in the at least one image at least one hair condition;

extracting from the at least one image at least one representation of the at least one hair condition; and

storing information reflective of the at least one representation.

34. The method of claim 33 conducted, at least in part, in a network environment, wherein receiving at least one image occurs via a network and in at least one location remote from a location of the subject.

35. A method of performing a nail analysis, the method comprising:

receiving at least one image of at least one portion of a subject'"'"'s nails;

identifying in the at least one image at least one nail condition;

extracting from the at least one image at least one representation of the at least one nail condition; and

storing information reflective of the at least one representation.

36. The method of claim 35 conducted, at least in part, in a network environment, wherein receiving at least one image occurs via a network and in at least one location remote from a location of the subject.