Ultrasound-assisted scanning method and system
An ultrasonic-assisted, ultrasonic technology, applied in the directions of ultrasonic/sonic/infrasonic diagnosis, acoustic diagnosis, infrasonic diagnosis, etc., can solve the problem of poor operation interaction, inability to judge the correctness of operation well, and the system cannot give feedback in real-time operation by users, etc. problem, to achieve the effect of improving image scanning level, overcoming cumbersome operation, and improving learning efficiency
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Embodiment 1
[0039] Embodiment 1: Matching method based on image blocks (similarity calculation)
[0040] Such as figure 2 As shown, it discloses the ultrasound-assisted scanning method of the first embodiment of the present invention, and this embodiment realizes image matching based on the pattern matching method of image blocks. This embodiment can be divided into two stages: a pattern matching stage of determining matching points (step S12 ) and a searching stage of screening optimal matching library images (step S13 ). Among them, the matching points that match all the feature points one by one are determined on the real-time image through similarity calculation, and the library image with the highest similarity is screened out according to the matching degree of all feature points in each library image with the corresponding matching points. Here, the matching The degree especially refers to the similarity between the two.
[0041] Before determining the matching points, the metho...
Embodiment 2
[0063] Embodiment 2: Matching method based on image blocks (topological properties)
[0064] Such as image 3 As shown, it discloses the ultrasound-assisted scanning method of the second embodiment of the present invention. This embodiment also implements image matching based on the pattern matching method of image blocks, and is also divided into two stages: the pattern matching stage of determining the matching points ( Step S22) and the search phase of screening the best matching library images (step S23). The specific process of determining the matching point is the same as that in Embodiment 1, and will not be repeated here. In this embodiment, when screening the optimal matching library images, the topological properties of the feature points are used for screening instead of the similarity calculation results. For the feature points of each library image, its relative position relationship on the plane is fixed. If the current real-time image and the library image are...
Embodiment approach
[0070] Alternative Implementation: Matching Point Confirmation Process with Reduced Calculation
[0071] When determining the matching points in the above-mentioned embodiments 1 and 2, if the size of the template is large, a large amount of calculation will result. In another alternative embodiment, the present invention determines the matching points of the feature points of each library image based on the following steps, and the specific method described in any one of embodiments 1 and 2 can be used when screening the optimal matching library image. First, the search range corresponding to each feature point is still determined on the real-time image, and the specific process is the same as in the above two embodiments.
[0072] Then determine a template of a specific size centered on each feature point on the library image. After the template image A is taken out, A is an m*n matrix (m, n is the size of the template), and the template of A'A is calculated. Eigenvalue λ=[...
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