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Building violation monitoring method, system and electronic device

A technology of architecture and buildings, applied in the field of artificial intelligence, can solve problems such as lack of monitoring means

Active Publication Date: 2021-01-26
浙江中润建筑工程有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Such construction violations can often only be dealt with through reports from the masses, lacking active monitoring methods

Method used

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  • Building violation monitoring method, system and electronic device
  • Building violation monitoring method, system and electronic device
  • Building violation monitoring method, system and electronic device

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Embodiment Construction

[0048]Hereinafter, an exemplary embodiment according to the present application will be described in detail with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments of the present application, and it should be understood that the present application is not limited by the exemplary embodiments described herein.

[0049]Scene overview

[0050]As mentioned earlier, the monitoring of illegal buildings has always been a difficult problem in the field of urban management, especially in relatively sparse building communities, such as villas, where there are more common chaotic constructions. In this way, the problem of building violations can often only be dealt with by the public reporting, and there is a lack of active monitoring methods.

[0051]Compared with the buildings on both sides of the road, the street view images can be easily obtained and the image semantic analysis t...

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Abstract

The application discloses a building violation monitoring method, system and electronic equipment based on aerial images combined with model frame information. The method includes: acquiring an aerial image containing a building to be detected; acquiring a model facade image of the building to be detected; inputting the aerial image into a convolutional neural network to obtain a first feature map; Inputting the model facade image into the convolutional neural network to obtain a second feature map; fusing the first feature map and the second feature map to obtain a classification feature map; and using a classification function based on the classification feature map A classification result of the aerial image is obtained, and the classification result is used to indicate whether the building to be detected violates regulations. In this way, the deep neural network is used to accurately determine whether the building to be detected violates regulations by combining the aerial image and the model frame information of the building to be detected.

Description

Technical field[0001]This application relates to the field of artificial intelligence technology, and more specifically, to a method, system and electronic device for monitoring building violations based on aerial images combined with model frame information.Background technique[0002]"Smart City" effectively integrates information technology with advanced urban management and service concepts, and through digital network management of the city's geography, resources, environment, economy, etc., to provide the city with more convenient, efficient and flexible public management innovation Service model.[0003]The monitoring of illegal buildings has always been a difficult problem in the field of urban management, especially in relatively sparse building communities, such as villa areas, where chaotic constructions are more common. In this way, the problem of building violations can often only be dealt with by the public reporting, and there is a lack of active monitoring methods.[0004]...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62G06T17/10G06N3/08G06N3/04
CPCG06T17/10G06N3/08G06V20/176G06N3/045G06F18/24
Inventor 蔡吸礼卢杰骅
Owner 浙江中润建筑工程有限公司