US 2021/0174070 A1 · NAME AND FACE MATCHING

Abstract

Described are methods, systems, and computer-program product embodiments for selecting a face image based on a name. In some embodiments, a method includes receiving the name. Based on the name, a name vector is selected from a plurality of name vectors in a dataset that maps a plurality of names to a plurality of corresponding name vectors in a vector space, where each name vector includes representations associated with a plurality of words associated with each name. A plurality of face vectors corresponding to a plurality of face images is received. A face vector is selected from the plurality of face vectors based on a plurality of similarity scores calculated for the plurality of corresponding face vectors, where for each name vector, a similarity score is calculated based on the name vector and each face vector. The face image is output based on the selected face vector.

Claims28

Dependent claims

A method of selecting a face image based on a name, comprising:

receiving a name;
selecting, based on the name, a name vector from a plurality of name vectors in a dataset that maps a plurality of names to a plurality of corresponding name vectors in a vector space, wherein each name vector comprises representations associated with a plurality of words associated with each name, wherein the plurality of name vectors are position vectors;
receiving a plurality of face vectors corresponding to a plurality of face images;
selecting a face vector from the plurality of face vectors based on a plurality of similarity scores calculated for the plurality of corresponding face vectors, wherein for each name vector, a similarity score is calculated based on the name vector and each face vector, and wherein the similarity score is based on a distance measurement between the name vector and each face vector;
and
outputting a face image based on the selected face vector.

3 more elements

A system for selecting a face image based on a name, comprising:

one or more processors and memory storing one or more programs that when executed by the one or more processors cause the one or more processors to:
receive a name;
select, based on the name, a name vector from a plurality of name vectors in a dataset that maps a plurality of names to a plurality of corresponding name vectors in a vector space, wherein each name vector comprises representations associated with a plurality of words associated with each name, wherein the plurality of name vectors are position vectors;
receive a plurality of face vectors corresponding to a plurality of face images;
select a face vector from the plurality of face vectors based on a plurality of similarity scores calculated for the plurality of corresponding face vectors, wherein for each name vector, a similarity score is calculated based on the name vector and each face vector, and wherein the similarity score is based on a distance measurement between the name vector and each face vector;
and
output a face image based on the selected face vector.

4 more elements

Dependencies are inferred from the claim text.

Name and face matching

Life of this patent

Name and face matching

Life of this patent

Abstract

Claims28