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Multi-modal image registration method and device, electronic equipment and storage medium

A multi-modal image and image technology, applied in the field of pattern recognition, can solve the problems of inability to adapt to multi-modal image differences and low registration accuracy

Active Publication Date: 2020-04-21
SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the multi-modal image registration scenario, the registration technology for single-modal images cannot adapt to the differences in multi-modal images, resulting in low registration accuracy, so a registration method for multi-modal images is needed

Method used

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  • Multi-modal image registration method and device, electronic equipment and storage medium
  • Multi-modal image registration method and device, electronic equipment and storage medium
  • Multi-modal image registration method and device, electronic equipment and storage medium

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Embodiment Construction

[0028] In the following description, specific details such as specific system structures and technologies are presented for the purpose of illustration rather than limitation, so as to thoroughly understand the embodiments of the present application. It will be apparent, however, to one skilled in the art that the present application may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.

[0029] It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the presence of described features, integers, steps, operations, elements and / or components, but does not exclude one or more other Presence or addition of features, wholes, steps, operations, elements, components and / or collections thereof.

[0030] It should...

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Abstract

The invention is suitable for the technical field of pattern recognition, and provides a multi-modal image registration method, which comprises the steps of obtaining a first image of a source modal and a second image of a target modal paired with the first image; correcting the intensity of the first image to obtain a first corrected image, so that the intensity of the first corrected image is matched with the intensity distribution of the second image; acquiring a deformation field of the first corrected image registered to a target mode according to the first corrected image and the secondimage; and according to the first image and the deformation field, obtaining a registration image of the first image registered to a target mode. Therefore, the influence of the image intensity characteristics is reduced, and the precision reduction caused by overlarge distance difference between the same object of the to-be-corrected first image and the ideal registration result can be avoided, so that the registration precision is improved.

Description

technical field [0001] The present application belongs to the technical field of pattern recognition, and in particular relates to a method, device, electronic equipment and storage medium for multimodal image registration. Background technique [0002] Image registration is the positioning and transformation of images. For example, in the field of medical image processing, by looking for a spatial transformation, the corresponding points of the two images can be consistent in terms of spatial position and anatomical structure. The purpose of image registration is to compare or fuse images acquired under different conditions for the same object. In the multi-modal image registration scenario, the registration technology for single-modal images cannot adapt to the differences of multi-modal images, resulting in low registration accuracy. Therefore, a registration method for multi-modal images is needed. Contents of the invention [0003] Embodiments of the present applicat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/33
CPCG06T7/33
Inventor 王珊珊郑海荣黄纬键刘新梁栋
Owner SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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