The last layer in CNN have lower dimension than the earlier one therefore it is called low-resolution. It is known that accurate localization signals are present in the last low-levels of CNN and hence it is semantically strong features.

Q: Then what is semantic features?

A: semantic feature describes the visual content of an image by correlating low level features such as colour, gradient orientation with the content of an image scene.