Device, method, and storage medium for intelligent evaluation and detection of female body
A detection method and physical technology, applied in the directions of diagnostic recording/measurement, medical science, diagnosis, etc., can solve the problems of inaccurate detection results, low efficiency and high cost, and achieve the effect of shortening the inspection time
Active Publication Date: 2022-06-24
ZHONG SHAN PEOPLES HOSPITAL +2
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[0009] In view of the above technical problems, the purpose of the present invention is to provide a female body intelligent assessment detection device and method, storage medium, to solve the problem of low efficiency, high cost or inaccurate detection results in body detection in the prior art
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[0054] Please refer to figure 1 As shown, a method for evaluating and detecting female body intelligence includes the following steps:
[0055] Step S100: obtain the depth image to be measured in the front, back and walking process of the human body to be measured by the depth camera respectively; the depth image in the walking process is obtained by taking a frame of image every time length t to the dynamic video of the human body walking. Obtain;
[0056] Step S200: Obtain a large number of depth images of the front, back and walking of the human body, obtain sample data of the depth image, preprocess the sample data to obtain sample point cloud data, and label the obtained sample point metadata to obtain sample label data. ; The labeling method is to set spatial coordinate values for all key points on the surface of the human body;
[0057] Further, the step of preprocessing the sample data to obtain the sample point cloud data includes: calculating the coordinates of e...
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The invention discloses a female body intelligent evaluation detection device and method, and a storage medium. The female body intelligent evaluation detection method of the present invention includes the following steps: respectively acquiring the depth to be measured on the front, back and walking of the human body to be measured by a depth camera Image; Obtain a large number of depth images of the front, back and walking of the human body, obtain the sample data of the depth image, establish a female body evaluation model, obtain the label image of the human body to be tested according to the female body body evaluation model, and then use the label image of the human body to be tested The reconstructed spine and pelvis are analyzed and calculated to obtain the shape evaluation report of the human body to be tested. The present invention uses a depth camera and cooperates with deep learning technology to perform non-invasive automatic evaluation on multiple key parts of the human body, which can greatly reduce inspection time and provide objective and quantitative detection results for clinical practice.
Description
technical field [0001] The invention relates to the field of human body body evaluation and detection, in particular to a female body body intelligent evaluation and detection device and method, and a storage medium. Background technique [0002] At present, the German DIERS product and the French KINEOD product both use visible light to project the back of the human body, and then obtain a two-dimensional image for three-dimensional simulation, and analyze it based on the characteristics of a single image, and can only analyze the spine shape. Both products have the following defects: [0003] 1) Visible light projection has high requirements on the use of ambient light, and it needs to be used in an opaque environment, which will increase the cost of darkroom input; [0004] 2) Although the 3D simulation is reproduced through 2D pictures, the 3D simulation is only for interface display, not for actual evaluation and judgment, because these two products are not equipped wi...
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IPC IPC(8): A61B5/107
CPCA61B5/1071A61B5/1077A61B5/7267
Inventor 苏园园李丹彦王晓辉金人超江山王子龙
Owner ZHONG SHAN PEOPLES HOSPITAL