Road traffic condition detection method based on vehicle-mounted camera shooting

Abstract

The invention discloses a road traffic condition detection method based on vehicle-mounted camera shooting, and the method fully considers the dynamics and uncertainty of road traffic through employing a vehicle detection theory based on deep learning. Traffic condition estimation assists the vehicle in dynamically describing the current traffic condition, so that the traffic efficiency in intelligent traffic is improved. The invention provides the traffic condition detection method based on vehicle-mounted camera shooting in allusion to an intelligent traffic system so as to assist the vehicle in estimating the traffic condition through the traffic information collected by the vehicle-mounted camera shooting equipment. By integrating with edge computing and V2X networks, additional computing and communication resources may be obtained to accurately estimate traffic conditions at which the vehicle arrives. The invention provides the road traffic condition detection method based on vehicle-mounted camera shooting to count the number of vehicles running on different lanes. And finally, the fine-grained estimation is carried out on the road traffic condition.

Description

technical field [0001] The invention belongs to the field of deep learning and intelligent transportation, and in particular relates to a method for detecting road traffic conditions of a vehicle-mounted camera. Background technique [0002] Intelligent transportation is developing rapidly, and the technology applied in the automotive field is also changing rapidly. The anti-collision warning system is mainly used to assist the driver to avoid major traffic accidents such as high-speed and low-speed rear-end collisions, unintentional deviation from the lane at high speeds, and collisions with pedestrians. Various researchers are also investing a lot of resources in research. A lot of work has been done on vehicle detection and tracking. For vehicle detection, most work assumes that the camera is static. The advanced driving assistance system is mainly used to assist the driver to avoid major traffic accidents such as high-speed and low-speed rear-end collisions, unintentio...

AI Technical Summary

Problems solved by technology

However, effective detection and vehicle statistics cannot be carried out on highways, rural roads, and roads far from urban areas with fewer fixed cameras.

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