I. INTRODUCTION

II. DATA SETS AND EVALUATION INDICATORS FOR 3D CONTROLLABLE IMAGE SYNTHESIS

III. POSE MANIPULATION

IV. STRUCTURE MANIPULATION

V. ILLUMINATION MANIPULATION

VI. APPLICATION

VII. CONCLUSION