Combining Multiple ERP Components for Detecting Targets in Remote-Sensing Images

Object detection using single-trial event-related potential (ERP) components has been a new way to solve the problems of complexity background and small targets in remote-sensing images target detection. A variety of ERP components is reflected in the different stages of the visual information processing, the combination of ERP features corresponding to each stage were used to get better classi-fication results in previous studies. In this paper, we designed a new method to detect the small targets in remote-sensing images shown by a rapid serial visual presentation (RSVP) protocol through fusing multiple ERPs from single trails, and the mean AUC of all participants is higher than 92%.