Improving Faster R-CNN Framework for Fast Vehicle Detection

Figure 6

Context-aware RoI pooling scheme. (a) Feature maps and proposals generated by the base network and the RPN. (b) Traditional RoI pooling process. (c) CARoI pooling process.