Method, device and image acquisition equipment for statistics on rat situation

A technology of image acquisition equipment and image acquisition devices, applied in computing, computer components, instruments, etc., can solve the problems of large data volume, low detection efficiency, and increased server computing burden, and achieve the effect of accurate recognition rate

Active Publication Date: 2020-02-21
思百达物联网科技(北京)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Embodiments of the present disclosure provide a method, device, and image acquisition device for counting rats, so as to at least solve the problems of low detection efficiency and excessive data volume in existing machine vision monitoring methods that are not conducive to rapid acquisition and detection. The technical problem that the increase of pictures and surveillance cameras will lead to an increase in the computing burden of the server

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  • Method, device and image acquisition equipment for statistics on rat situation
  • Method, device and image acquisition equipment for statistics on rat situation
  • Method, device and image acquisition equipment for statistics on rat situation

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Experimental program
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Embodiment 1

[0032] figure 1 A schematic diagram of the rat situation monitoring system according to this embodiment is shown. reference figure 1 As shown, the rat situation monitoring system includes a plurality of image acquisition devices 100. Preferably, the image acquisition device 100 may be, for example, an infrared camera, which can realize automatic zooming, and realizes automatic adjustment of the size of the monitoring area through zooming. Thus, the size, definition, mouse size, and angle of the captured image are suitable for algorithm calculation. The infrared camera switches to infrared mode at night or when there is no light source, which can realize 24-hour continuous monitoring of the target scene.

[0033] Multiple image acquisition devices 100 are connected to the network to monitor the rat situation in multiple monitoring areas. In addition, the user can use the terminal device 200 to access the data captured by the image capture device 100 in recent days through the IP...

Embodiment 2

[0114] Figure 13 A device 1300 for collecting statistics on rat conditions according to this embodiment is shown, and the device 1300 corresponds to the method according to the third aspect of Embodiment 1. reference Figure 13 As shown, the device 1300 includes: a video acquisition module 1310, which is used to acquire a video about the monitored area within a predetermined time period; and a first statistical information generation module 1320, which is used to perform a calculation on the video using a calculation model based on a convolutional neural network. Analyze and generate first statistical information related to rats in the monitoring area.

[0115] Optionally, the first statistical information generating module 1320 includes: a second statistical information generating sub-module configured to analyze multiple video images included in the video using a calculation model, and generate multiple first statistical information corresponding to the multiple video images. ...

Embodiment 3

[0122] Figure 14 A device 1400 for collecting statistics on rat conditions according to this embodiment is shown, and the device 1400 corresponds to the method according to the third aspect of Embodiment 1. reference Figure 14 As shown, the device 1400 includes: a processor 1410; and a memory 1420, connected to the processor 1410, for providing the processor 1410 with instructions for processing the following processing steps: acquiring video about the monitored area within a predetermined period of time; and using The calculation model of the convolutional neural network analyzes the video and generates the first statistical information related to the rats in the monitoring area.

[0123] Optionally, using a calculation model to analyze the video to generate the first statistical information includes: using the calculation model to analyze multiple video images contained in the video, and generate multiple first statistics corresponding to the multiple video images. Two statis...

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Abstract

The application discloses a method, a device and an image acquisition device for counting the rat situation. Wherein, the image acquisition device includes: an image acquisition device (110), configured to acquire images; and a processor (121) communicatively connected to the image acquisition device (110). The processor (121) is configured to perform the following operations: acquire video within a predetermined period of time from the image acquisition device (110); and use a convolutional neural network-based computing model to analyze the video and generate a The first statistical information related to the rat situation in the monitoring area monitored by the image acquisition device. Therefore, the present invention solves the technical problems existing in the existing machine vision monitoring methods, such as low detection efficiency, too large amount of data is not conducive to fast acquisition of detection pictures, and the increase of monitoring cameras will lead to increased computing burden on the server.

Description

Technical field [0001] This application relates to the field of rat situation monitoring, and in particular to a method, device and image acquisition equipment for performing statistics on rat situation. Background technique [0002] At present, the monitoring of rodent situation mainly includes traditional rodent situation monitoring methods and the increasingly popular machine vision monitoring methods. Traditional monitoring methods such as powder method, mouse clip method, mouse sticking board, and visual inspection method. This method has many shortcomings in identifying rat situation and rat density: the powder method and the visual method have large errors and consume human resources; the mouse clip method and the mouse sticking board are inefficient, and it is impossible to observe the shape and activity of the living rat. In addition, there are delays in the news that cannot obtain timely dynamic information. [0003] Aiming at the problems of traditional rat monitoring ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/52G06F18/214G06F18/24
Inventor 黄清臻马明阳田志博
Owner 思百达物联网科技(北京)有限公司
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