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Gesture recognition method and device, electronic device and storage medium

A gesture recognition and gesture technology, applied in the field of human-computer interaction, can solve the problem of low gesture recognition accuracy, and achieve the effect of solving the problem of accuracy and efficiency and accurate gesture recognition.

Pending Publication Date: 2021-03-05
杭州易现先进科技有限公司
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Problems solved by technology

[0005] Embodiments of the present application provide a gesture recognition method, device, electronic device, and storage medium to at least solve the problem of low accuracy of gesture recognition in the related art

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  • Gesture recognition method and device, electronic device and storage medium
  • Gesture recognition method and device, electronic device and storage medium
  • Gesture recognition method and device, electronic device and storage medium

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Embodiment Construction

[0050]In order to make the purpose, technical solutions and advantages of the present application clearer, the present application will be described and illustrated below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application. Based on the embodiments provided in the present application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application. In addition, it can also be understood that although such development efforts may be complex and lengthy, for those of ordinary skill in the art relevant to the content disclosed in this application, the technology disclosed in this application Some design, manufacturing or production changes based on the content are just conventional technical means, and ...

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Abstract

The invention relates to a gesture recognition method and device, an electronic device and a storage medium, and the method comprises the steps: obtaining a monocular to-be-recognized image in a videostream; recognizing the monocular to-be-recognized image of the current frame based on a completely trained detection network to obtain a human hand bounding box of the monocular to-be-recognized image; obtaining a current static gesture result according to the human hand bounding box based on a completely trained classification network, and storing the current static gesture result in a first result set; and according to the first result set, obtaining a second result set of continuous frames in the monocular to-be-identified image, obtaining a stable static gesture result including categoryinformation according to the second result set, and obtaining a dynamic gesture result. By means of the gesture recognition method and device, the problem that gesture recognition is low in accuracyis solved, and high-speed and accurate gesture recognition is achieved.

Description

technical field [0001] The present application relates to the technical field of human-computer interaction, in particular to a gesture recognition method, device, electronic device and storage medium. Background technique [0002] With the rapid development of computer technology, human-computer interaction technology has gradually become one of the most popular research topics. The importance of the human hand determines its great research value in the field of human-computer interaction. Human hand, as the most natural, intuitive and easy-to-learn means of human-computer interaction, has been widely studied and applied by people, and gesture recognition based on vision has become one of the widely studied contents. According to the motion characteristics of gestures, gestures can be divided into static gestures and dynamic gestures. Static gestures rely on the shape and outline of the hand to convey information, while dynamic gestures change the position and shape of th...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06N3/08
CPCG06N3/08G06V40/28G06V20/42
Inventor 朱铭德周志敏丛林
Owner 杭州易现先进科技有限公司
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