重点回顾与总结了计算光流场的总变差线性一范数方法,简称总变差一范数(TV.L。)方法。通过一致的形式化描述,将亮度守恒模型与梯度守恒模型过渡至全局平滑模型,并着重描述了模型的数值计算过程,透析计算原理与算法底层。最后给出了光流场可视化及质量评估方法,并对总变差一范数方法中的技术难点与下一步工作进行总结。
The method for optical flow field calculation using the Total Variation Linearly 1 norm, called the TV-L1 meth- od for short, is reviewed and summarized emphatically. By means of the coherent formal description, the bright conservation model and the gradient conservation model are transferred to a global smooth model, and the models' numerical computing progress, analytical calculation principle and physical level of algorithm are emphatically de- scribed. At the end, the method for visualization of optical flow fields and the method for quality assessment optical flow fields are given, and the technical difficulties of the TV-L1 and its future work are concluded.