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An efficient intensity-based ready-to-use X-ray image stitcher
Junchen Wang1,2, Xiaohui Zhang1, Zhen Sun1
1School of Mechanical Engineering and Automation, Beihang University, Beijing, China.
Background:
The limited field of view of the X-ray image intensifier makes it difficult to cover a large target area with a single X-ray image. X-ray image stitching techniques have been proposed to produce a panoramic X-ray image.
Methods:
This paper presents an efficient intensity-based X-ray image stitcher, which does not rely on accurate C-arm motion control or auxiliary devices and hence is ready to use in clinic. The stitcher consumes sequentially captured X-ray images with overlap areas and automatically produces a panoramic image. The gradient information for optimization of image alignment is obtained using a back-propagation scheme so that it is convenient to adopt various image warping models.
Results:
The proposed stitcher has the following advantages over existing methods: (1) no additional hardware modification or auxiliary markers are needed; (2) it is robust against feature-based approaches; (3) arbitrary warping models and shapes of the region of interest are supported; (4) seamless stitching is achieved using multi-band blending. Experiments have been performed to confirm the effectiveness of the proposed method.
Conclusion:
The proposed X-ray image stitcher is efficient, accurate and ready to use in clinic.
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