Optical Flow and Trajectory Estimation Methods

• Main Authors: Gibson, Joel (Author), Marques, Oge (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Computer graphics.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.

This brief focuses on two main problems in the domain of optical flow and trajectory estimation: (i) The problem of finding convex optimization methods to apply sparsity to optical flow; and (ii) The problem of how to extend sparsity to improve trajectories in a computationally tractable way. Beginn...

Table of Contents:

• Optical Flow Fundamentals
• Optical Flow and Trajectory Methods in Context
• Sparse Regularization of TV-L Optical Flow
• Robust Low Rank Trajectories.