COMPUTERIZED FACE PHOTOGRAPH-BASED DATING RECOMMENDATION SYSTEM
First Claim
1. A dating recommendation system operable on a computer, comprising:
- A members database for receiving and maintaining inputs from a plurality of users of their respective profiles and face photographs as members in the recommendation system;
A seed sample generation module for generating a seed sample of members photographs from a user'"'"'s profile input and providing the seed sample to the user sending the dating recommendation request for manual selection of those members photographs in the seed sample that said user is attracted to;
A potential attracted member class mining module for generating a potential attracted members list based upon analysis of closeness of features of the face photographs of members maintained in the members database to photographs of the seed sample that the user selects as being attracted to;
andA match module for analyzing the user'"'"'s selection of attracted members photographs of the seed sample in order to determine a dating recommendation match list.
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Abstract
A computer vision dating system analyzes combinations of face features of the system'"'"'s user'"'"'s photographs and recommends potential dating partners. A user selects preferred and not-preferred faces from a sample of other user'"'"'s pictures. The system analyzes the features of the preferred and not-preferred faces comparing the combinations of features in both categories with the features of other users in the database to find the users that most match the collective features preferred by the user. These pictures are presented to the user. Data from the user'"'"'s profile input are analyzed to automatically generate the sample pictures from which the user selects his/her preferences. As the users are presented pictures after their sample selection, they can continue to select and reject pictures allowing the system to learn and refine the combinations of features and better locate those that most conform to a user'"'"'s most preferred photo images.
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Citations
18 Claims
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1. A dating recommendation system operable on a computer, comprising:
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A members database for receiving and maintaining inputs from a plurality of users of their respective profiles and face photographs as members in the recommendation system; A seed sample generation module for generating a seed sample of members photographs from a user'"'"'s profile input and providing the seed sample to the user sending the dating recommendation request for manual selection of those members photographs in the seed sample that said user is attracted to; A potential attracted member class mining module for generating a potential attracted members list based upon analysis of closeness of features of the face photographs of members maintained in the members database to photographs of the seed sample that the user selects as being attracted to; and A match module for analyzing the user'"'"'s selection of attracted members photographs of the seed sample in order to determine a dating recommendation match list. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A method of dating recommendation operable on a computer, comprising:
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Receiving and maintaining in a members database inputs from a plurality of users of their respective profiles and face photographs as members in the recommendation system; Generating a seed sample of members photographs from the user'"'"'s input profile and providing the seed sample to the user sending the dating recommendation request for manual selection of those members photographs in the seed sample that said user is attracted to; Generating a potential attracted members list based upon analysis of closeness of features of the face photographs of members maintained in the members database to photographs of the seed sample that the user selects as being attracted to; and Analyzing the user'"'"'s selection of attracted members photographs of the seed sample in order to determine a dating recommendation match list. - View Dependent Claims (13, 14, 15, 16, 17, 18)
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Specification