1. INTRODUCTION
Detecting power lines is a daily inspection task for electric power companies and remains a tough job. Power lines are also safety threats to UAVs but accurately locating them from aerial images is challenging. Power lines usually measure about a few pixels wide in the image, and the very thin shape can be easily fragmented by other objects.