Handbook of Image and Video Processing, 2nd Edition

3.10

Motion Detection and Estimation

Janusz Konrad,     Boston University

1 Introduction

2 Notation and Preliminaries

2.1 Hypothesis Testing

2.2 Markov Random Fields

2.3 MAP Estimation

2.4 Variational Formulations

3 Motion Detection

3.1 Hypothesis Testing with Fixed Threshold

3.2 Hypothesis Testing with Adaptive Threshold

3.3 MAP MRF Formulation

3.4 MAP Variational Formulation

3.5 Experimental Comparison of Motion Detection Methods

4 Motion Estimation

4.1 Motion Models

4.2 Estimation Criteria

4.3 Search Strategies

5 Practical Motion Estimation Algorithms

5.1 Global Motion Estimation

5.2 Block Matching

5.3 Phase Correlation

5.4 Optical Flow via Regularization

5.5 MAP Estimation of Dense Motion

5.6 Experimental Comparison of Motion ...