A face recognition method, system, device and medium for fused occlusion scenes
A face recognition and scene technology, which is applied in the field of face recognition that integrates occlusion scenes, can solve the problems that face recognition models cannot recognize at the same time, face occlusion without occlusion, etc., and achieves the effect of solving compatible recognition problems.
Active Publication Date: 2021-05-18
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 present invention provides a face recognition method, system, device and medium for fused occlusion scenes, which generate the target face of the occlusion scene according to the key point information of the target face of the non-occlusion scene and the occlusion scene template; based on the target face of the non-occlusion scene Generate a feature map of the fusion occlusion scene with the target face of the occlusion scene; obtain face features according to the feature map of the fusion occlusion scene, and perform face recognition on the unoccluded scene face and the occlusion scene face to be recognized. The present invention can not only recognize the target human face of the unoccluded scene, but also can recognize the target human face of the occluded scene. When identifying occluded pictures with high performance, high-performance recognition of unoccluded pictures can also be maintained; so that the present invention can not only identify pictures with problems such as angles and occlusions, but also solve the problem of compatible recognition of occluded faces and unoccluded faces , so that the present invention can simultaneously identify unoccluded human faces and occluded human faces with high-performance recognition capabilities through a human 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