Research on image registration based on D-Nets

Cengceng Wu; Zhaoguang Liu; Hongtan Cheng

doi:10.1117/12.2280403

19 June 2017 Research on image registration based on D-Nets

Cengceng Wu, Zhaoguang Liu, Hongtan Cheng

Proceedings Volume 10443, Second International Workshop on Pattern Recognition; 104430S (2017) https://doi.org/10.1117/12.2280403
Event: Second International Workshop on Pattern Recognition, 2017, Singapore, Singapore

Abstract

Image registration is the key technology of digital imaging applications, it is used widely. We researched the image registration techniques in this paper. Based on the basis of D-Nets image registration algorithms, we propose a new innovation. We turn first to process image, so we can get synthetic images of original images and enhanced images. Then we extract SIFT feature in the original image. Next, in order to reduce noise of the image, we use the Gauss filter to process the synthesized image. Then we do experiments with synthetic images in the process of image registration. In this process, we use the D-Nets algorithm to achieve. Compared to the existing method, it can greatly improve the accuracy and recall.

Citation Download Citation

Cengceng Wu, Zhaoguang Liu, and Hongtan Cheng "Research on image registration based on D-Nets", Proc. SPIE 10443, Second International Workshop on Pattern Recognition, 104430S (19 June 2017); https://doi.org/10.1117/12.2280403

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