Scene recognition method and device
A scene recognition and scene technology, applied in the field of scene recognition, can solve the problems of ineffective elimination of interference factors and low accuracy of scene recognition
Pending Publication Date: 2021-03-16
SHENZHEN SILVER STAR INTELLIGENT TECH CO LTD
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Problems solved by technology
[0003] The embodiment of the present application provides a scene recognition method and device, which can solve the problem that the existing scene recognition methods cannot effectively eliminate various interference factors and the accuracy of scene recognition in complex scenes is low
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[0086] In the following description, specific details such as specific system structures and technologies are presented for the purpose of illustration rather than limitation, so as to thoroughly understand the embodiments of the present application. It will be apparent, however, to one skilled in the art that the present application may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.
[0087] It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the presence of described features, integers, steps, operations, elements and / or components, but does not exclude one or more other Presence or addition of features, wholes, steps, operations, elements, components and / or collections thereof.
[0088] It should...
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The invention is suitable for the technical field of scene recognition, and provides a scene recognition method, which comprises the steps of obtaining a to-be-recognized scene picture, extracting overall features from the scene picture, extracting saliency map features from the scene picture, and combining the overall features and the saliency map features to obtain target scene features of the scene picture; and classifying the target scene features by using a preset scene classifier to obtain a scene type corresponding to the scene picture. According to the scheme, the target scene featuresof the scene picture are obtained by combining the overall features and the saliency map features, more attention is paid to saliency objects in the scene picture, various interference factors can beeffectively eliminated, and therefore the indoor scene recognition accuracy is improved, and the method can better adapt to complex environments and accurately recognize the complex environments.
Description
technical field [0001] The present application belongs to the technical field of scene recognition, and in particular relates to a scene recognition method and equipment. Background technique [0002] With the continuous development of computer technology and artificial intelligence, and the continuous popularization of intelligent robots, scene recognition has become one of the important research tasks of computer vision. When the number and types of objects contained in the scene are relatively large, there are multiple layout methods, and when there are occlusions, lighting, etc., it will increase the difficulty of scene recognition. In the existing scene recognition methods, the global features and local features are simply spliced without distinction, which cannot effectively eliminate various interference factors, and the accuracy of scene recognition in complex scenes is low. Contents of the invention [0003] The embodiment of the present application provides a ...
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Login to View More IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V20/10G06V10/462G06N3/045G06F18/24
Inventor 叶力荣张国栋
Owner SHENZHEN SILVER STAR INTELLIGENT TECH CO LTD