Face recognition method, system and device fused with occlusion scene and medium
A face recognition system, face recognition technology, applied in the direction of character and pattern recognition, instruments, biological neural network models, etc., can solve the problems of face recognition models that cannot be recognized at the same time, unobstructed face occlusion, etc., to achieve compatibility The effect of identifying problems
Active Publication Date: 2020-12-11
广州云从博衍智能科技有限公司
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[0003] In view of the above-mentioned shortcomings of the prior art, the purpose of the present invention is to provide a face recognition method, system, device and medium for fused occlusion scenes, which are used to solve the problem that existing face recognition models cannot simultaneously recognize unoccluded faces and occluded faces. face problem
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[0076] Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
[0077] It should be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic ideas of the present invention, and only the components related to the present invention are shown in the diagrams rather than the number, shape and shape of the compo...
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The invention provides a face recognition method, system and device fusing an occlusion scene, and a medium. The method comprises the steps: generating an occlusion scene target face according to thekey point information of an unoccluded scene target face and an occlusion scene template; generating a feature map fused with the occlusion scene based on the non-occlusion scene target face and the occlusion scene target face; and obtaining face features according to the feature map of the fused occlusion scene, and carrying out face recognition on a to-be-recognized non-occlusion scene face andan occlusion scene face. According to the invention, the target face of the non-occlusion scene can be recognized, and the target face of the occlusion scene can also be recognized. When the occludedpicture is identified with high performance, the high-performance identification of the unoccluded picture can also be maintained; according to the method, pictures with problems of angles, occlusionand the like can be recognized, the compatible recognition problem of occlusion faces and non-occlusion faces can be solved, and the non-occlusion faces and the occlusion faces can be recognized at the same time with high-performance recognition capability through one face recognition model.
Description
technical field [0001] The present invention relates to the technical field of face recognition, in particular to a face recognition method, system, device and medium for merging occlusion scenes. Background technique [0002] There are many challenges in face recognition in natural scenes. Due to the absence of constraints, there will be a large number of poor-quality pictures caused by problems such as angles, occlusions, and blurring in the pictures taken on-site. These poor-quality pictures will affect the recognition rate of the face recognition model. At the same time, the large-area occlusion problem will also affect the recognition performance of the face recognition model. Contents of the invention [0003] In view of the above-mentioned shortcomings of the prior art, the object of the present invention is to provide a face recognition method, system, device and medium for fused occlusion scenes, which are used to solve the problem that existing face recognition ...
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IPC IPC(8): G06K9/00G06K9/62G06N3/04
CPCG06N3/04G06V40/171G06V40/172G06F18/253
Inventor 姚志强周曦王曦蹇易
Owner 广州云从博衍智能科技有限公司