I. INTRODUCTION  

II. METHODOLOGY  

III. SENSORS AND PERCEPTION TECHNOLOGY IN AUTONOMOUS DRIVING  

IV. TASKS IN AUTONOMOUS DRIVING  

V. HIGH-INFLUENCE DATASETS  

VI. ANNOTATIONS PROCESS  

VII. DATA ANALYSIS  

VIII. DISCUSSION AND FUTURE WORKS  

IX. CONCLUSION  