面向皮肤图像拼接

Khuram Faraz, W. Blondel, M. Amouroux, C. Daul
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引用次数: 2

摘要

本文提出了一种用于拼接高分辨率皮肤视频序列的框架。同时考虑到拼接管道的不同阶段,包括拼接和混合,比较了几种基于特征和强度的图像配准方法。讨论了它们在定量和定性结果方面的表现,以便选择最适合的方法。尽管基于强度的方法被证明在短位移上更精确,但基于特征的方法除了在大位移上更可靠之外,在计算时间方面具有优势,从而允许通过跳过序列中的一些帧来更快地进行马赛克构建。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards skin image mosaicing
This paper presents a framework for mosaicing high resolution skin video sequences in the context of teleder-matology. While considering different stages of the mosaicing pipeline, including stitching and blending, several feature- and intensity-based image registration approaches are compared. Their performances in terms of quantitative and qualitative results are discussed so as to move towards the selection of the most suited approach. Although the intensity based approach proved to be more precise over short displacements, the feature based approach is advantageous in terms of computation time apart from being more reliable over large displacements, thus permitting a faster mosaic construction by skipping over some frames in the sequence.
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