Multi-view face recognition method and system
First Claim
Patent Images
1. A multi-view face recognition method comprising:
- inputting two images to be recognized;
calculating a linear projection matrix based on grouped images in a training set;
extracting two feature vectors corresponding to the two input images based on the linear projection matrix;
calculating a distance between the two extracted feature vectors; and
determining whether the two input images belong to a same person, based on the distance between the two feature vectors.
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Abstract
A multi-view face recognition method and system are provided. In the multi-view face recognition method, two images to be recognized are input, a linear projection matrix is calculated based on grouped images in a training set, two feature vectors corresponding to the two input images are extracted based on the linear projection matrix, a distance between the two extracted feature vectors is calculated, and it is determined based on the distance between the two feature vectors whether the two input images belong to a same person.
63 Citations
20 Claims
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1. A multi-view face recognition method comprising:
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inputting two images to be recognized; calculating a linear projection matrix based on grouped images in a training set; extracting two feature vectors corresponding to the two input images based on the linear projection matrix; calculating a distance between the two extracted feature vectors; and determining whether the two input images belong to a same person, based on the distance between the two feature vectors. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16)
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17. A multi-view face recognition system comprising:
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an inputting unit inputting two images to be recognized; a face recognition engine learning unit calculating a linear projection matrix based on grouped images in a training set; a feature extracting unit extracting two feature vectors corresponding to the two input images based on the linear projection matrix provided by the face recognition engine learning unit; a feature vector distance calculating unit calculating a distance between the two feature vectors extracted by the feature extracting unit; and a determining unit determining whether the two input images belong to a same person, based on the distance between the two feature vectors calculated by the feature vector distance calculating unit. - View Dependent Claims (18, 19, 20)
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Specification