Solid waste identification method and device, electronic equipment and storage medium
A solid waste, identification method technology, applied in electronic equipment and storage media, solid waste identification method, device field, can solve problems such as poor identification accuracy
Active Publication Date: 2021-10-19
南京华高生态环境遥感技术研究院有限公司
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[0004] The purpose of the embodiments of the present application is to provide a solid waste identification method, device, electronic equipment, and storage medium, aiming to solve the problem of poor identification accuracy existing in the current solid waste identification method
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[0049] The technical solutions in the embodiments of the present application will be described below with reference to the drawings in the embodiments of the present application.
[0050] It should be noted that like numerals and letters denote similar items in the following figures, therefore, once an item is defined in one figure, it does not require further definition and explanation in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second" and the like are only used to distinguish descriptions, and cannot be understood as indicating or implying relative importance.
[0051]In recent years, drones that are easy to carry and easy to operate have been widely used in various fields by the public. Compared with traditional aerial photography, drone aerial photography has the advantages of flexibility, strong environmental adaptability, and low operating cost. Compared with other classification and identification technologies, t...
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The invention provides a solid waste identification method and device, electronic equipment and a storage medium. The method comprises the steps of acquiring an unmanned aerial vehicle remote sensing image of a target area; extracting a target index of the unmanned aerial vehicle remote sensing image; based on the target index, synthesizing a synthetic image highlighting the solid waste pattern spot; using the synthesized image to train a preset object-oriented model until the object-oriented model reaches a preset convergence condition, and obtaining a solid waste identification model; and based on a solid waste identification model, identifying the solid waste pattern spots of the synthetic image to obtain a solid waste identification result of the target area. According to the method of the invention, the synthetic image is denoised through the object-oriented model, the spectral information of the ground features is utilized, the spatial information of the ground features is fully utilized, and the preliminarily recognized synthetic image is distinguished again, so that noise interference is removed, and the recognition precision is improved.
Description
technical field [0001] The present application relates to the field of computer technology, in particular, to a solid waste identification method, device, electronic equipment and storage medium. Background technique [0002] With the improvement of people's living standards and the expansion of activities, the solid waste produced by human activities is also increasing. In order to purify human homes, it is very important to identify and monitor real-time solid waste with complex spatial shapes and random distribution. At present, the identification methods for solid waste are mainly divided into artificial visual interpretation methods based on satellite remote sensing images, classification and identification methods based on satellite remote sensing images, and identification methods based on multi-source image data with high spatial and high spectral resolution. . [0003] Among them, manual visual interpretation is based on the experience and knowledge of the interpr...
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IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08G06N20/10
CPCG06N3/08G06N20/10G06N3/045G06F18/241G06F18/2411
Inventor 和书慧王振刚
Owner 南京华高生态环境遥感技术研究院有限公司