Method, device, equipment and storage medium for determining lane driving conditions
A method for determining lanes, a technology for lane determination, applied in the field of transportation, can solve problems such as difficulty in removing noise and poor anti-interference ability, and achieve the effect of low cost and low difficulty
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Embodiment 1
[0048] Such as figure 1It is a flow chart of the method for determining the traffic condition of a lane in Embodiment 1 of the present invention, and this embodiment can be applied to a system using radar as a measuring device.
[0049] Embodiment 1 steps are as follows:
[0050] S110. Obtain monitoring data of the radar set according to the preset direction.
[0051] In the system using radar as the measuring device in this embodiment, it is placed according to the preset direction, and it is placed on the side of the road to collect data from one side to the other. The radar is always in the data collection state, and the collected raw data Stored in the radar's own buffer area, the required raw data will be read from the radar in subsequent use, but the raw data is messy and needs to be preprocessed before it can be used, so the subsequent use is to suppress the clutter of the raw data Monitoring data obtained after data preprocessing operations such as frequency mixing a...
Embodiment 2
[0067] Embodiment 2 of the present invention further supplements part of the content on the basis of Embodiment 1, specifically as follows:
[0068] Such as figure 2 As shown, in step S140, determining the lane driving conditions according to the connected domains on the binarized image specifically includes:
[0069] S141. Determine the ordinate of the centroid of each connected domain, and determine the corresponding lane of the vehicle according to the ordinate of the centroid.
[0070] In this embodiment, each connected domain represents a vehicle, and the ordinate represents the distance. Each vehicle is in a different position on the binarized image. The position of the corresponding vehicle can be estimated by analyzing the centroid ordinate of the connected domain. , the lane to which each vehicle belongs can be specifically obtained according to different distances, and the driving conditions of the lane can be obtained after the specific lane is divided.
[0071] ...
Embodiment 3
[0081] Figure 4 A device 300 for determining the traffic condition of a lane provided in Embodiment 5 of the present invention is applied to equipment, and specifically includes the following modules:
[0082] The data acquisition module 310 is configured to acquire the monitoring data of the radar set according to the preset direction.
[0083] An image synthesis module 320, configured to synthesize distance-time images according to the monitoring data.
[0084] The connected domain determining module 330 is configured to perform binarization on the distance-time image to obtain a binarized image and determine the connected domain.
[0085]The analysis module 340 is configured to determine the lane traffic conditions according to the connected domains on the binarized image, and the lane traffic conditions include traffic volume and lane time occupancy rate.
[0086] More specifically, the data acquisition module 310 includes:
[0087] The original data acquisition unit i...
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