Research Article

Scene-Specialized Multitarget Detector with an SMC-PHD Filter and a YOLO Network

Figure 2

Overall framework of the proposed method. The framework input is a generic, fine-tuned YOLO detector. A visual sequence is provided to the scheme without manual labelling. To customize the YOLO network, an iterative method automatically estimates both parameters.