Method for finding and digitally evaluating illegal image material

• US 9,251,403 B2
• Filed: 03/11/2013
• Issued: 02/02/2016
• Est. Priority Date: 09/10/2010
• Status: Active Grant

• Current Assignee: ATG Advanced Swiss Technology Group AG
• Original Assignee: ATG Advanced Swiss Technology Group AG
• Inventors: Hauke, Rudolf
• Primary Examiner(s): Bali, Vikkram
• Application Number:
  US13/792,840
• Publication Number:
  US 20130188842A1
• Time in Patent Office: 1,058 Days
• Field of Search: None
• US Class Current: 1/1
• CPC Class Codes: A61B 5/117 Identification of persons methods or arrangements for recognising patterns, e.g. fingerprints, G06F18/00, G06V40/00; identification of persons by analysing their voice or speech G10L17/00
• CPC Class Codes: A61B 5/1171 based on the shapes or appearances of their bodies or parts thereof
• CPC Class Codes: A61B 5/1176 Recognition of faces
• CPC Class Codes: A61B 5/1178 using dental data
• CPC Class Codes: G06F 16/583 using metadata automatically derived from the content
• CPC Class Codes: G06Q 10/10 Office automation; Time management
• CPC Class Codes: G06V 20/41 Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items segmenting video sequences G06V20/49
• CPC Class Codes: G06V 40/172 Classification, e.g. identification

Abstract

A method for finding and digitally evaluating illegal image material is provided, wherein a data memory is searched for image material. Image material that is found is classified as potentially illegal image material or as legal image material by means of a classification method on the basis of an image content that is presented. The image material graded as potentially illegal has the age of the persons shown determined, and potentially illegal image material which shows at least one person whose ascertained age is below a prescribed age is graded as illegal image material. Biometric features of the persons shown in the illegal image material are detected and are compared with at least one database which contains biometric features. In the illegal image material, at least one further feature which it contains is detected and is compared with at least one appropriate database.

Claims

1. A method for automatically finding and digitally evaluating illegal image material, wherein a data memory is searched for image material, the method comprising:

classifying, by a computer, found image material from the data memory that depicts image content that is potentially illegal image material;

performing, by the computer, an age determination of the depicted persons in the image material classified as potentially illegal image material, and determining whether at least one person depicted in the image material classified as potentially illegal image material falls below a predetermined age;

after performing the age determination, detecting, by the computer, biometric features of the persons shown in the potentially illegal image material and comparing the detected biometric features with at least one database containing previously detected biometric features; and

detecting, by the computer, at least one contained additional feature in the potentially illegal image material and comparing the at least one contained additional feature with at least one relevant database,

wherein a personal visual inspection of the image material is not performed.

2. The method according to claim 1, wherein that the predetermined age is predetermined by a user of the method.

3. The method according to claim 1, wherein body size, at least one fingerprint, facial geometry, hand vascular pattern, vein pattern, hand geometry, palm line pattern, nailbed pattern, ear shape, voice, speech, at least one lip movement, gait, movement sequence, a skin characteristic, skin pore pattern, skin color, hair color, at least one sexual characteristic, dental status, at least one body modification, at least one feature of at least one article of clothing, and/or a feature of an iris and/or retina are detected as a biometric feature of the particular depicted person.

4. The method according to claim 1, wherein information on the recording location and/or recording time of the image material is detected as an additional feature contained in the illegal image material.

5. The method according to claim 4, wherein position data, which were determined by a recording device for recording the image material via a global positioning system and stored together with image data of the image material, are detected as information on the recording location for the image material.

6. The method according to claim 1, wherein at least one section of a surrounding area shown in the image material, at least one depicted object, at least one window, at least one door, at least one distinguishing feature of at least one depicted product, at least one painting, at least one poster, at least one clock, at least one reflective surface, and/or a characteristic of at least one wall, a floor, and/or a ceiling are detected as an additional feature contained in the illegal image material.

7. The method according to claim 1, wherein a plot is detected as an additional feature contained in the illegal image material, if the illegal image material is a film of a plurality of single images.

8. The method according to claim 1, wherein a unique identifier is generated for each found illegal image material.

9. The method according to claim 8, wherein a cryptographic hash function is generated as the unique identifier.

10. The method according to claim 8, wherein the generated unique identifier is entered in at least one database with such identifiers.

11. The method according to claim 1, wherein an age adjustment of the detected biometric features according to at least one predetermined age is carried out and the determined age-adjusted biometric features are compared with at least one database containing biometric features.

12. The method according to claim 1, wherein a permanently installed or mobile memory unit of a permanently installed or mobile computer, a database server, a mobile telephone, or some other permanently installed or mobile device are searched as a data memory.

13. The method according to claim 1, wherein data memory is searched for access data.

14. The method according to claim 1, wherein the method finds and digitally evaluates single images, films, and three-dimensional image material.

15. The method according to claim 1, wherein the classifying is performed by probabilistic latent semantic analysis (PLSA).

16. The method according to claim 1, wherein a film sequence with a plurality of single images based on depicted characteristic movement sequences of sexual acts by the persons shown in the image material, and audio material, belonging to the film sequence, with sounds, noises and language elements characteristic for sexual acts, are classifiable as the potentially illegal image material.

17. The method according to claim 1, wherein results of the age determination, the biometric features detection and the additional feature detection are utilized to determine an identity of the depicted persons in the potentially illegal image material.