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Mouse behavior quantitative analysis method and device, equipment and readable storage medium

A quantitative analysis and behavioral technology, applied to instruments, biological neural network models, character and pattern recognition, etc., can solve the problems of time-consuming and cumbersome manual observation, difficult to quantify, and strong subjectivity, and achieve accurate and reliable mouse behavior The effect of quantitative analysis

Pending Publication Date: 2021-11-09
INST OF AUTOMATION CHINESE ACAD OF SCI
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Problems solved by technology

[0004] The invention provides a mouse behavior quantitative analysis method, device, equipment and readable storage medium, which are used to solve the defects of time-consuming and cumbersome manual observation, strong subjectivity and difficult quantitative realization in the prior art, so as to realize more accurate and reliable Quantitative analysis of mouse behavior

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  • Mouse behavior quantitative analysis method and device, equipment and readable storage medium
  • Mouse behavior quantitative analysis method and device, equipment and readable storage medium
  • Mouse behavior quantitative analysis method and device, equipment and readable storage medium

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Embodiment Construction

[0057] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0058] Combine below figure 1 Describe mouse behavior quantitative analysis method of the present invention, the method may further comprise the steps:

[0059] S100. Collect the to-be-predicted video of the mouse.

[0060] In step S100, the video to be predicted is collected by configuring a multi-view mouse behavior video capture device that is isolated from the outside world, has a soft ...

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Abstract

The invention provides a mouse behavior quantitative analysis method and device, equipment and a readable storage medium, and relates to the technical field of animal behavior analysis, and the method comprises the following steps: collecting a to-be-predicted video of a mouse; inputting a to-be-predicted video into the attitude estimation network model to obtain an attitude estimation result which is output by the attitude estimation network model and corresponds to the mouse; inputting the to-be-predicted video and the posture estimation result into a behavior detection network model to obtain a behavior detection result corresponding to the mouse output by the behavior detection model; and based on the posture estimation result and the behavior detection result, extracting behavior pattern characteristics of the mouse, and performing quantitative analysis on the behavior of the mouse according to the behavior pattern characteristics. Multiple mouse behavior pattern features are extracted based on animal posture estimation and behavior detection, and more accurate and reliable mouse behavior quantitative analysis can be realized.

Description

technical field [0001] The invention relates to the technical field of animal behavior analysis, in particular to a mouse behavior quantitative analysis method, device, equipment and readable storage medium. Background technique [0002] In clinical research, experimental animal models are an important means to explore the pathogenesis of diseases and find effective treatments. Quantitative analysis of experimental animal behavior can provide important technical support for disease animal models and clinical pharmacology research. Among rodent experimental animals, mice are one of the most important and commonly used experimental models. At present, researchers usually use manual observation to study the behavioral characteristics of mice, but this method is cumbersome, time-consuming and highly subjective, and it is difficult to achieve quantitative analysis of mouse behavior. [0003] At this stage, recent advances in the field of computer vision have made fast, precise, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04
CPCG06N3/045G06F18/23213G06F18/2135
Inventor 马喜波李晗雷震
Owner INST OF AUTOMATION CHINESE ACAD OF SCI
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