This lecture overviews Road Traffic Monitoring that has many applications in in autonomous car perception and smart city management. It covers the following topics in detail: Traffic Attributes, Traffic Counters, Sensing Technologies, Video Imaging Traffic Counters, Traffic Attributes by Detection, Traffic Attributes by Clustering, Traffic Attributes by Regression.