A Block Object Detection Method Based on Feature Fusion Networks for Autonomous Vehicles

Figure 6

An illustration of proposed image pyramid architecture. The original image is divided into blocks as input to our SSD model to produce object detection result. In addition, an image pyramid is established. Each layer of image can predict an object detection result. Therefore, the non-maximal suppression is adopted to generate the final detection results.