Image Matching Based On The Co-occurrence Matrix
Hsing Hseu, Abhir H. Bhalerao, Ronald G. Wilson · Warwick Research Archive Portal (University of Warwick) · 1999
Contents 1 Introduction 1 2 Toward Image Matching 2 2.1 Co-occurrence matrices . . . . . . . . . . . . . . . . . . . . . . . . . . 3 2.2 Pyramid Structures in Mutiresolution methods . . . . . . . . . . . . . 4 3 Experiments 4 3.1 The Laplacian Pyramid . . . . . . . . . . . . . . . . . . . . . . . . . . 5 3.2 Correlation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 3.3 Mutual Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 3.4 Computation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 4 Conclusions and further work 17 ii List of Figures 1 32 pixels horizontal or vertical shift images . . . . . . . . . . . . . . . 5 2 Relationship between Gaussian and Laplacian Pyramid . . . . . . . . 6 3 Gaussian and Laplacian Pyramid of Lena . . . . . . . . . . . . . . . . 7 4 Arrangement of experiments . . . . . . . . . . . . . . . . . . . . . . . 7 5 Square Dierences of ac