球谐函数
曲面(拓扑)
流量(数学)
光流
矢量球谐函数
矢量流
物理
计算机科学
数学分析
数学
图像(数学)
计算机视觉
几何学
机械
图像分割
作者
Lukas F. Lang,Otmar Scherzer
出处
期刊:Inverse Problems and Imaging
[American Institute of Mathematical Sciences]
日期:2017-03-01
卷期号:11 (2): 305-338
被引量:5
摘要
In this work we consider optical flow on evolving Riemannian 2-manifolds which can be parametrised from the 2-sphere. Our main motivation is to estimate cell motion in time-lapse volumetric microscopy images depicting fluorescently labelled cells of a live zebrafish embryo. We exploit the fact that the recorded cells float on the surface of the embryo and allow for the extraction of an image sequence together with a sphere-like surface. We solve the resulting variational problem by means of a Galerkin method based on vector spherical harmonics and present numerical results computed from the aforementioned microscopy data.
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