Computer Vision Analysis of Image Motion by Variational Methods

• Main Authors: Mitiche, Amar (Author), Aggarwal, J.K (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Springer Topics in Signal Processing, 10
• Subjects: Engineering.; Fluids.; Fluid mechanics.; Signal, Image and Speech Processing.; Fluid- and Aerodynamics.; Engineering Fluid Dynamics.

This book presents a unified view of image motion analysis under the variational framework. Variational methods, rooted in physics and mechanics, but appearing in many other domains, such as statistics, control, and computer vision, address a problem from an optimization standpoint, i.e., they formu...

Table of Contents:

• Image Motion Processing in Visual Function
• Background Preliminaries
• Optical Flow Estimation
• Motion Detection
• Tracking
• Optical Flow Three-Dimensional Interpretation.