A novel interpolation algorithm for 3D reconstruction of medical images
Xueli Zhou, Wanggen Wan, Zhenghua Zhou, Rui Wang, Feng Qian
Abstract
Xueli Zhou, Wanggen Wan, Zhenghua Zhou, Rui Wang, Feng Qian
Abstract
This paper implements a novel interpolation algorithm for three-dimensional reconstruction of medical images. Image Interpolation is often required in three-dimensional reconstruction. This paper analyzes and compares the limits of the traditional interpolation algorithm: grey-based interpolation, shape-based interpolation. To overcome the disadvantages of these traditional algorithms, a novel interpolation algorithm is proposed, which combines the virtues of the both traditional interpolation algorithms. Extensive experiments show that the efficiency of three-dimensional reconstruction can be improved a lot by using the novel algorithm.
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This paper implements a novel interpolation algorithm for three-dimensional reconstruction of medical images. Image Interpolation is often required in three-dimensional reconstruction. This paper analyzes and compares the limits of the traditional interpolation algorithm: grey-based interpolation, shape-based interpolation. To overcome the disadvantages of these traditional algorithms, a novel interpolation algorithm is proposed, which combines the virtues of the both traditional interpolation algorithms. Extensive experiments show that the efficiency of three-dimensional reconstruction can be improved a lot by using the novel algorithm.
Key concepts: Interpolation (computer graphics), Stairstep interpolation, Trilinear interpolation, Nearest-neighbor interpolation, Computer science, Algorithm, Bilinear interpolation, Demosaicing