High-Level Interpretation of Urban Road Maps Fusing Deep Learning-Based Pixelwise Scene Segmentation and Digital Navigation Maps

Figure 14

The use of a map model increases the robustness of a road classifier because the other boundary features compensate some road missclassifications.

(a) Input image

(b) Features detection

(c) CNN road classifier

(d) Map model