This book is based on the research at the University of Melbourne, 1994

Copyright by the Queen Jadwiga Foundation

QJF PRESS • MELBOURNE

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CONTENTS

1. INTRODUCTION

2. LITERATURE REVIEV 1

2.1. Image Understanding 2

2.1.1. Neural network 3

2.2. Aesthetic evaluation 6

2.2.1. Aesthetic measurements 7

2.3. Image processing 10

2.3.1. Shape 10

2.3.2. Texture 12

3. A NEW METHOD OF EVALUATION OF THE PICTURE 13

3.1. General description of the method 14

3.2. Detailed description of the method 16

3.2.1. Picture 16

3.2.2. Picture model 16

3.2.3. Generic class of the picture 18

3.2.4. Picture descriptors 19

3.2.5. Aesthetic evaluation 21

3.2.6. Mondrian class 25

3.2.7. Neural networks 30

4. EXPERIMENT 32

5. PRESENTATION AND DESCRIPTION OF THE RESULTS 37

6. DISCUSSION 49

7. CONCLUSIONS 54

REFERENCES 55

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Copyright the Queen Jadwiga Foundation

Adres:

The Queen Jadwiga Foundation

P.O. Box 654, Toorak, VIC 3142, Australia