Handbook of Image and Video Processing, 2nd Edition

Introduction to Image and Video Analysis

Image Representations and Image Models

4.1. Computational Models of Early Human Vision Lawrence K. Cormack

• Introduction

• The Front End

• Early Filtering and Parallel Pathways

• The Primary Visual Cortex and Fundamental Properties of Vision

• Concluding Remarks

• References

4.2. Multiscale Image Decompositions and Wavelets Pierre Moulin

• Overview

• Pyramid Representations

• Wavelet Representations

• Other Multiscale Decompositions

• Conclusion

• Acknowledgment

• References

4.3. Random Field Models P. Fieguth and J. Zhang

• Introduction

• Random Fields — Overview

• Multiscale Random Fields

• A Nonlinear/Non-Gaussian Model: the Gaussian Mixture

• Acknowledgment

• References

4.4. AM-FM Image ...