Automatic driving mode intelligent switching system based on driver state monitoring
A technology of driver status and automatic driving, which is applied in the directions of driver input parameters, control devices, transportation and packaging, etc. It can solve problems such as potential safety hazards, fewer monitoring scopes and objects, and driver fatigue, so as to improve safety and reduce The effect on the probability of traffic accidents
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Embodiment 1
[0035] The first embodiment of the present invention proposes a driver state monitoring system, the flow of which is as follows figure 1 shown, including:
[0036] Step 101: Obtain the driver's face and head information in real time through the camera placed in the car facing the driver.
[0037] Step 102: The real-time image processing system 102 extracts facial features through facial information, and checks the driver's eye position, eye opening and closing, and nose position. It also checks the driver's head orientation.
[0038] Wherein, the real-time image processing system 102 includes:
[0039] Driver's face extraction module 107: its function is to extract the driver's face from the image acquired by the camera.
[0040] Facial feature extraction module 108: its function is to further extract more detailed facial features from the driver's facial image obtained in module 107, these features include: the position of two eyes, the opening and closing of eyes, the posi...
Embodiment 2
[0045]The second embodiment of the present invention proposes an image processing and image filtering method, the process of which is as follows figure 2 shown, including:
[0046] Step 201: As mentioned above, the driver status monitoring system includes a camera 101, and the camera 101 captures an image of the driver's face. The camera is connected to a real-time image processing device, and the image processing device performs face feature extraction and processing in step 201 through an image segmentation method based on edge detection. The specific process is as follows:
[0047] First, a 5x5 convolution kernel is used to spatially filter the input image pixel by pixel, in order to detect edges in the four directions of horizontal direction, +45 degrees, vertical direction and -45 degrees. A pixel's edge flag indicates the pixel's orientation in any of the four directions. A 64-dimensional feature vector is generated from the feature vector using the histogram of the ...
Embodiment 3
[0057] The third embodiment of the present invention proposes an intelligent switching system for automatic driving mode based on driver state detection, the process of which is as follows image 3 shown, including:
[0058] Step 301: Detect whether the driver status monitoring system sends a signal, if the driver status monitoring system does not send a signal, the step ends. Otherwise, further judgment is made on the received signal.
[0059] Step 302: Determine what kind of warning the signal in 301 is, and if it is a driver fatigue warning or a driver distraction warning, turn on the automatic driving system. Otherwise, the step ends.
[0060] The automatic driving mode intelligent switching system proposed by the embodiment of the present invention can be perfectly connected with the above-mentioned driver status monitoring system. Increase the safety of driving to a great extent and reduce the risk of driving.
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