Image registration method and device
An image registration and registration technology, applied in the field of image processing, can solve problems such as misalignment, difficulty in ensuring real-time performance, and high computational complexity
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Embodiment 1
[0044] An image registration method shown in an exemplary embodiment of the present application will be introduced below with reference to the accompanying drawings. The image registration method provided in this embodiment can perform image registration for different medical images. For the convenience of description, in this embodiment of the application, registration of a liver image may be used as an example for introduction.
[0045] see figure 1 , is a flow chart of an image registration method provided in an embodiment of the present application, and the method may include the following steps:
[0046] S101. Acquire a reference image and an image to be registered, where the reference image and the image to be registered are three-dimensional images generated by the same object to be imaged under different imaging conditions.
[0047] In this embodiment, when the imaged object in the image, such as the liver, is under different imaging conditions, its position may chang...
Embodiment 2
[0078] In this embodiment, since the current reference image and the current image to be registered are divided into blocks in the same manner according to the actual motion direction of the imaged object, multiple pairs of reference blocks and blocks to be registered will be obtained. For each pair of the reference block and the block to be registered, the corresponding similarity is calculated, and then the target displacement corresponding to each block to be registered is determined. In this case, if each block to be registered is moved according to the target displacement corresponding to the block to be registered, since multiple target displacements may be different, or even have a relatively large gap, resulting in The variation range of the images to be registered is relatively large, that is, some blocks to be registered are too convex, and some blocks to be registered are too concave.
[0079] For this reason, based on the image registration method provided in the f...
Embodiment 3
[0107] It should be noted that, in order to realize image registration, it is usually necessary to perform image registration based on image features. Therefore, in this embodiment, a certain type of image feature or at least two types of image features can be selected in advance from many image features as the selected image feature, and then, in the first embodiment above, S103 "determine the image block result "Before, the feature image of the reference image is generated according to the selected image features, and the feature image of the reference image is used as the current reference image, and the feature image of the image to be registered is generated according to the selected image feature, and the feature image of the image to be registered is generated. The feature image of the registration image is used as the current image to be registered.
[0108] Among them, image features may include color features, texture features, shape features, and spatial relationshi...
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