With the popularization of unmanned aerial vehicle (UAV) applications and continuous development power grid network, identifying line scenarios in advance is very important for safety low-altitude flight. The scene recognition (PLSR) under complex background environments particularly important. environment lines usually mixed by forests, rivers, mountains, buildings, so on. In these environment...