Radar has the characteristics of all-weather and all-day, which has been widely used for weather forecasting, resource detection, environmental monitoring, etc. With the development of radar technology, the intelligent feature becomes more and more important, including mode adjustment, non-linear signal processing, anti-interference, target recognition and so on. Recently, the machine learning and deep learning methods have been applied to radar signal processing and imaging, deriving new paradigms (models, concept, architecture designs) of intelligent processing algorithms. This session focuses on the latest radar signal processing and imaging theories using the intelligent technology, as well as their new applications in a wider range of fields. It mainly includes the research of advanced radar signal processing technology, the latest imaging mechanism and imaging theory, and the detection, classification, recognition of targets of interest in radar images, and the acquisition and mining of image target information.