Urban pet movement track monitoring method based on image recognition and related equipment

An image recognition, pet technology, applied in character and pattern recognition, biological neural network models, instruments, etc., can solve problems affecting pet activity trajectory tracking and analysis, not considering pet posture, target tracking and analysis difficulties, etc. The effect of multiple practical value and economic value, improving speed and improving recognition rate

Active Publication Date: 2020-02-04
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, most of the pets are cats and dogs. These pets are more active and run faster. Using video surveillance to analyze the data collected by multiple cameras, use the same method to extract the feature vectors in the static pictures obtained. However, the posture of the pet is not considered, so the comparison based on the extracted feature vectors leads to poor pet recognition effect and low recognition efficiency, which brings great difficulties to target tracking and analysis, which in turn affects the later detection of pet activity trajectories. Tracking and Analysis

Method used

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  • Urban pet movement track monitoring method based on image recognition and related equipment
  • Urban pet movement track monitoring method based on image recognition and related equipment
  • Urban pet movement track monitoring method based on image recognition and related equipment

Examples

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Embodiment 1

[0061]figure 1 It is a flow chart of the image recognition-based urban pet activity trajectory monitoring method provided by Embodiment 1 of the present invention.

[0062] In this embodiment, for a terminal that needs to monitor urban pet activity tracks based on image recognition, the function of urban pet activity track monitoring based on image recognition provided by the method of the present invention can be directly integrated on the terminal, or developed with software The toolkit (Software Development Kit, SKD) runs in the terminal.

[0063] Such as figure 1 As shown, the image recognition-based urban pet activity track monitoring method specifically includes the following steps. According to different requirements, the order of the steps in the flow chart can be changed, and some can be omitted.

[0064] S11. Obtain a pet image collected by a preset image collection device.

[0065] In this embodiment, a plurality of image acquisition devices may be preset to acqui...

Embodiment 2

[0127] figure 2 It is a structural diagram of an image recognition-based urban pet activity trajectory monitoring device provided by Embodiment 2 of the present invention.

[0128] In some embodiments, the image recognition-based urban pet activity trajectory monitoring device 20 may include a plurality of functional modules composed of program code segments. The program codes of the various program segments in the image recognition-based urban pet activity trajectory monitoring device 20 can be stored in the memory of the terminal, and executed by the at least one processor to execute based on image recognition (see figure 1 Description) Monitoring of urban pet activity trajectories.

[0129] In this embodiment, the image recognition-based urban pet activity trajectory monitoring device 20 can be divided into multiple functional modules according to the functions it performs. The functional modules may include: image acquisition module 201, category recognition module 202,...

Embodiment 3

[0193] refer to image 3 As shown in , it is a schematic structural diagram of a terminal provided by Embodiment 3 of the present invention. In a preferred embodiment of the present invention, the terminal 3 includes a memory 31 , at least one processor 32 , at least one communication bus 33 and a transceiver 34 .

[0194] Those skilled in the art should understand that, image 3 The structure of the terminal shown does not constitute a limitation of the embodiment of the present invention, it can be a bus structure or a star structure, and the terminal 3 can also include more or less other hardware or software than shown in the figure , or different component arrangements.

[0195] In some embodiments, the terminal 3 includes a terminal that can automatically perform numerical calculation and / or information processing according to preset or stored instructions, and its hardware includes but not limited to microprocessors, application-specific integrated circuits, programmab...

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PUM

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Abstract

The invention provides an urban pet movement track monitoring method based on image recognition. The urban pet movement track monitoring method comprises the following steps: acquiring a pet image acquired by preset image acquisition equipment; identifying a pet category in the pet image; when the pet category is a target category, identifying a pet posture in the pet image; extracting a feature vector in the pet image according to a feature extraction algorithm corresponding to the pet posture; correcting the feature vector by adopting an optical flow algorithm to obtain a target feature vector; comparing whether the target feature vector is consistent with a feature vector in a preset database or not; when the comparison result is consistent, associating and storing the identification information of the pet image and the acquisition information of the preset image acquisition equipment; acquiring acquisition information corresponding to the pet images with the same identification information; and determining the movement track of the pet according to the acquired information. The invention further provides an urban pet movement track monitoring device based on image recognition,a terminal and a storage medium. According to the invention, the movement track of a pet in a city can be monitored.

Description

technical field [0001] The invention relates to the technical field of video monitoring, in particular to a method, device, terminal and storage medium for monitoring urban pet activity tracks based on image recognition. Background technique [0002] In recent years, with the improvement of people's living standards, more and more urban residents keep pets. When human beings enjoy the material and spiritual satisfaction brought by pets, they should also treat animals well to promote the harmonious coexistence between humans and animals, which is also in line with the construction of wisdom. City concept. [0003] In the prior art, the tracking of the activity track of urban pets is mainly to identify the moving target through the analysis of video surveillance, so as to record the moving process of the target, which is convenient for tracking and analysis. However, most of the pets are cats and dogs. These pets are more active and run faster. Using video surveillance to ana...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46G06N3/04
CPCG06V20/52G06V10/40G06N3/045Y02A40/70
Inventor 金晨
Owner PING AN TECH (SHENZHEN) CO LTD
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