A Face Portrait Recognition Method Based on Face Attributes
A face portrait and recognition method technology, applied in the field of image processing, can solve the problems of low recognition accuracy, insufficient information, and failure to use face attribute information coding features, etc., to achieve high recognition accuracy and strong resolubility
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Embodiment 1
[0035] See figure 1 , figure 1 It is a schematic flowchart of a face portrait recognition method based on face attributes provided by an embodiment of the present invention. A method of face portrait recognition based on face attributes provided by an embodiment of the present invention includes:
[0036] Obtain training sample set and test sample set;
[0037] Utilizing the training sample set to train a deep human face attribute representation model;
[0038] Using the deep face attribute representation model to obtain the face attribute representation features of the test sample set;
[0039] The similarity calculation is performed by using the face attribute representation features to identify the face portraits in the test sample set.
[0040] Specifically, the training sample set is used to train the deep face attribute representation model.
[0041] The test sample set is used to test the trained deep face attribute representation model, so as to determine the reco...
Embodiment 2
[0046] On the basis of the above-mentioned embodiments, the embodiment of the present invention specifically introduces the face portrait recognition method provided by the embodiment of the present invention. The recognition method specifically includes:
[0047] Step 1. Obtain a training sample set and a test sample set;
[0048] Specifically, the training sample set includes N groups of first sample groups, wherein each group of first sample groups includes a first face portrait, a first photo with the same identity as the first face portrait, and a For a second photo with a different identity from the first face portrait, the test sample set includes M groups of second sample groups, wherein each group of second sample groups includes a second face portrait and a photo with the same identity as the second face portrait. In the same third photo, M and N are natural numbers greater than 0.
[0049]Among them, having the same identity means the same person, and having differ...
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