Handbook of Image and Video Processing, 2nd Edition

3.13

Image Sequence Stabilization, Mosaicking, and Superresolution

Rama Chellappa, S. Srinivasan, G. Aggarwal and A. Veeraraghavan,     University of Maryland, College Park

1 Introduction

2 Biologic Motivation: Insect Navigation

2.1 Centering Behavior and Collision Avoidance

2.2 Control of Flight Speed and Stabilization

2.3 Measuring Distance by Integrating Optical Flow

3 Global Motion Models

3.1 Feature-based Model

3.2 Flow-based Model

4 Algorithm

4.1 Feature Based

4.2 Flow Based

5 Two-Dimensional Stabilization

6 Mosaicking

7 Motion Superresolution

8 Three-Dimensional Stabilization

9 Summary

References

1 Introduction

A sequence of temporal images gathered from a single sensor adds a whole new dimension to two-dimensional (2D) image ...