Handbook of Image and Video Processing, 2nd Edition

4.9

Multiband Techniques for Texture Classification and Segmentation

B.S. Manjunath,     University of California

G.M. Haley,     Ameritech, HoFFMan Estates

Wei-Ying Ma,     Microsoft Research Asia

S.D. Newsam,     Lawrence Livermore National Laboratory

1 Introduction

1.1 Image Texture

1.2 Gabor Features for Texture Classification and Image Segmentation

1.3 Chapter Organization

2 Gabor Functions

2.1 One-Dimensional Gabor Function

2.2 An Analytic Gabor Function

2.3 Two-Dimensional Gabor Function — Cartesian Form

2.4 Two-Dimensional Gabor Function — Polar Form

2.5 Multiresolution Representation with Gabor Wavelets

3 Microfeature Representation

3.1 Transformation into Gabor Space

3.2 Local Frequency Estimation

3.3 Transformation ...