Cited By
View all- Xu XYan HWang X(2022)Research on Postproduction of Film and Television Based on Computer Multimedia TechnologyScientific Programming10.1155/2022/43648342022Online publication date: 1-Jan-2022
An improved image registration and fusion algorithm
Authors: 
Dan Li, Lei Chen, Wenzheng Bao, Jinping Sun, Bin Ding, Zilong LiAuthors Info & Claims
Abstract
Under the background of telemedicine, a new registration and mosaic algorithm for medical images is proposed in this paper to solve the problems of electronic noise, uneven illumination and ray scattering in the real-time medical process. The improved Retinex algorithm by trilateral filter and homomorphic filtering algorithm can enhance the image effectively in preprocessing. The improved phase correlation algorithm based on log polar transformation was used to calculate parameters, such as rotation, scaling and translation. Then, the SUSAN corner matching points were extracted in overlapping positions, the improved KD tree was used for enhancing matching efficiency. Later, matching points were purified by the improved RANSAC algorithm. Finally, images were processed by Laplacian pyramid decomposition algorithm to make the image joint seemed smooth and natural. The results of experiments and evaluation criteria confirm that the new method has high robustness in the process of medical image registration and stitching in the network.
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© Springer Science+Business Media, LLC, part of Springer Nature 2020.
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Published: 01 July 2021
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Cited By
View all- Xu XYan HWang X(2022)Research on Postproduction of Film and Television Based on Computer Multimedia TechnologyScientific Programming10.1155/2022/43648342022Online publication date: 1-Jan-2022