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US7702185B2 Expired / Lapsed US ⏱️ 0.0 years remaining

Use of image similarity in annotating groups of visual images in a collection of visual images

Assignee: YesVideo Inc
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Filing: 2005-07-05
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Granted: 2010-04-20
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Expires: 2025-07-05
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Abstract

Abstract Process-response statistical modeling of visual images can be used in determining similarity between visual images. Evaluation of the content of visual images—and, in particular, image similarity determinations—can be used in effecting a variety of interactions (e.g., searching, indexing, grouping, summarizing, annotating, keyframing) with a collection of visual images.

Inventors

  • 👤 Brett M. Keating
  • 👤 Subutai Ahmad

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-11-09 11:39
CPC Classifications
G; G06; G06F; G06F16/00; G06F16/50; G06F16/58; G06F16/583; G06V; G06V10/00; G06V10/40; G06V10/50; G06V10/507

Claims Analysis

Total Claims: 40
Claim 1
Independent Claim 120 words
A method for annotating a plurality of groups of visual images in a collection of visual images, using apparatus having computational capability to perform the steps of: identifying an image representation for each of the plurality of groups of visual images, wherein the image representation of at least one group of visual images is an average of one or more image characteristics for visual images of the group of visual images; determining the similarity of each of the image representations to one or more other image representations for the plurality of groups of visual images; and annotating the plurality of groups of visual images based on the similarity of each image representation to the one or more other image representations.
Claim 2
Independent Claim 120 words
A method for annotating a plurality of groups of visual images in a collection of visual images, using apparatus having computational capability to perform the steps of: identifying an image representation for each of the plurality of groups of visual images, wherein the image representation of at least one group of visual images is an average of one or more image characteristics for visual images of the group of visual images; determining the similarity of each of the image representations to one or more other image representations for the plurality of groups of visual images; and annotating the plurality of groups of visual images based on the similarity of each image representation to the one or more other image representations.
Claim 3
Dependent Claim 31 words
A method as in claim 1 , wherein the image representation of at least one group of visual images is a representative visual image selected from the group of visual images.
Claim 4
Dependent Claim 38 words
A method as in claim 2 , wherein the step of determining similarity comprises the step of producing a process-response statistical model of the representative visual image for each of the at least one groups of visual images.
Claim 5
Dependent Claim 26 words
A method as in claim 2 , further comprising the step of ascertaining the one or more image characteristics for one or more representative visual images.
Claim 6
Dependent Claim 45 words
A method as in claim 1 , wherein the step of identifying an image representation comprises the step of determining, for each of the at least one groups of visual images, an average process-response statistical model for visual images of the group of visual images.
Claim 7
Dependent Claim 56 words
A method as in claim 1 , wherein the step of annotating groups of visual images comprises the step of assigning each group of visual images to one of a plurality of groups of groups of visual images, based on the similarity of the image representation for that group to one or more other image representations.
Claim 8
Dependent Claim 17 words
A method as in claim 1 , wherein the collection of visual images comprises a visual recording.
Claim 9
Dependent Claim 19 words
A method as in claim 7 , wherein the groups of visual images comprise scenes in the visual recording.
Claim 10
Dependent Claim 50 words
A method as in claim 8 , wherein the step of annotating groups of visual images comprises the step of assigning each scene to one of a plurality of groups of scenes, based on the similarity of the image representation for that scene to one or more other image representations.
Claim 11
Dependent Claim 33 words
A method as in claim 9 , wherein the step of assigning each scene comprises the step of assigning each scene to one of a plurality of chapters for placement on a DVD.
Claim 12
Dependent Claim 116 words
Apparatus for annotating a plurality of groups of visual images in a collection of visual images, the apparatus having computational capability operable to: identify an image representation for each of the plurality of groups of visual images, wherein the image representation of at least one group of visual images is an average of one or more image characteristics for visual images of the group of visual images; determine the similarity of each of the image representations to one or more other image representations for the plurality of groups of visual images; and annotate the plurality of groups of visual images based on the similarity of each image representation to the one or more other image representations.
Claim 13
Dependent Claim 116 words
Apparatus for annotating a plurality of groups of visual images in a collection of visual images, the apparatus having computational capability operable to: identify an image representation for each of the plurality of groups of visual images, wherein the image representation of at least one group of visual images is an average of one or more image characteristics for visual images of the group of visual images; determine the similarity of each of the image representations to one or more other image representations for the plurality of groups of visual images; and annotate the plurality of groups of visual images based on the similarity of each image representation to the one or more other image representations.
Claim 14
Dependent Claim 20 words
Apparatus as in claim 11 , wherein the apparatus has a primary purpose of recording and/or playing back visual images.
Claim 15
Dependent Claim 15 words
Apparatus as in claim 12 , wherein the apparatus comprises a DVD recorder or player.
Claim 16
Dependent Claim 14 words
Apparatus as in claim 12 , wherein the apparatus comprises a personal video recorder.
Claim 17
Dependent Claim 14 words
Apparatus as in claim 12 , wherein the apparatus comprises a visual recording camera.
Claim 18
Dependent Claim 15 words
Apparatus as in claim 12 , wherein the apparatus comprises a still visual image camera.
Claim 19
Dependent Claim 16 words
Apparatus as in claim 12 , wherein the apparatus comprises a personal media recorder or player.
Claim 20
Dependent Claim 14 words
Apparatus as in claim 12 , wherein the apparatus comprises a mini-lab or kiosk.
Claim 21
Dependent Claim 146 words
A computer readable storage medium or media encoded with one or more computer programs and/or data structures for use by apparatus having computational capability in performing functions that enable annotating a plurality of groups of visual images in a collection of visual images, comprising: computer code for identifying an image representation for each of the plurality of groups of visual images, wherein the image representation of at least one group of visual images is an average of one or more image characteristics for visual images of the group of visual images; computer code for determining the similarity of each of the image representations to one or more other image representations for the plurality of groups of visual images; and computer code for annotating the plurality of groups of visual images based on the similarity of each image representation to the one or more other image representations.
Claim 22
Dependent Claim 146 words
A computer readable storage medium or media encoded with one or more computer programs and/or data structures for use by apparatus having computational capability in performing functions that enable annotating a plurality of groups of visual images in a collection of visual images, comprising: computer code for identifying an image representation for each of the plurality of groups of visual images, wherein the image representation of at least one group of visual images is an average of one or more image characteristics for visual images of the group of visual images; computer code for determining the similarity of each of the image representations to one or more other image representations for the plurality of groups of visual images; and computer code for annotating the plurality of groups of visual images based on the similarity of each image representation to the one or more other image representations.
Claim 23
Dependent Claim 36 words
A computer readable storage medium or media as in claim 19 , wherein the image representation of at least one group of visual images is a representative visual image selected from the group of visual images.
Claim 24
Dependent Claim 44 words
A computer readable storage medium or media as in claim 20 , wherein the computer code for determining similarity comprises computer code for producing a process-response statistical model of the representative visual image for each of the at least one groups of visual images.
Claim 25
Dependent Claim 31 words
A computer readable storage medium or media as in claim 19 , further comprising computer code for ascertaining the one or more image characteristics for one or more representative visual images.
Claim 26
Dependent Claim 51 words
A computer readable storage medium or media as in claim 19 , wherein the computer code for identifying an image representation comprises computer code for determining, for each of the at least one groups of visual images, an average process-response statistical model for visual images of the group of visual images.
Claim 27
Dependent Claim 62 words
A computer readable storage medium or media as in claim 19 , wherein the computer code for annotating groups of visual images comprises computer code for assigning each group of visual images to one of a plurality of groups of groups of visual images, based on the similarity of the image representation for that group to one or more other image representations.
Claim 28
Dependent Claim 22 words
A computer readable storage medium or media as in claim 19 , wherein the collection of visual images comprises a visual recording.
Claim 29
Dependent Claim 24 words
A computer readable storage medium or media as in claim 25 , wherein the groups of visual images comprise scenes in the visual recording.
Claim 30
Dependent Claim 56 words
A computer readable storage medium or media as in claim 26 , wherein the computer code for annotating groups of visual images comprises computer code for assigning each scene to one of a plurality of groups of scenes, based on the similarity of the image representation for that scene to one or more other image representations.
Claim 31
Dependent Claim 39 words
A computer readable storage medium or media as in claim 27 , wherein the computer code for assigning each scene comprises computer code for assigning each scene to one of a plurality of chapters for placement on a DVD.
Claim 32
Dependent Claim 30 words
Apparatus as in claim 11 , wherein the image representation of at least one group of visual images is a representative visual image selected from the group of visual images.
Claim 33
Dependent Claim 31 words
Apparatus as in claim 29 , wherein determining similarity comprises producing a process-response statistical model of the representative visual image for each of the at least one groups of visual images.
Claim 34
Dependent Claim 26 words
Apparatus as in claim 11 , having computational capability further operable to ascertain the one or more image characteristics for one or more representative visual images.
Claim 35
Dependent Claim 38 words
Apparatus as in claim 11 , wherein identifying an image representation comprises determining, for each of the at least one groups of visual images, an average process-response statistical model for visual images of the group of visual images.
Claim 36
Dependent Claim 49 words
Apparatus as in claim 11 , wherein annotating groups of visual images comprises assigning each group of visual images to one of a plurality of groups of groups of visual images, based on the similarity of the image representation for that group to one or more other image representations.
Claim 37
Dependent Claim 16 words
Apparatus as in claim 11 , wherein the collection of visual images comprises a visual recording.
Claim 38
Dependent Claim 18 words
Apparatus as in claim 34 , wherein the groups of visual images comprise scenes in the visual recording.
Claim 39
Dependent Claim 43 words
Apparatus as in claim 35 , wherein annotating groups of visual images comprises assigning each scene to one of a plurality of groups of scenes, based on the similarity of the image representation for that scene to one or more other image representations.
Claim 40
Dependent Claim 26 words
Apparatus as in claim 36 , wherein assigning each scene comprises assigning each scene to one of a plurality of chapters for placement on a DVD.

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USPTO Annuity & Maintenance Windows

Annuity Stage Window Opens Payment Deadline Surcharge Period Until Estimated Fee Status
3.5 Years (Year 4) 2013-04-19 2013-10-19 2014-04-20 $2000.00 Window Closed / Lapsed
7.5 Years (Year 8) 2017-04-19 2017-10-19 2018-04-20 $3760.00 Window Closed / Lapsed
11.5 Years (Year 12) 2021-04-19 2021-10-19 2022-04-20 $7700.00 Window Closed / Lapsed

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