Method and device of intelligently recognizing terrain, vehicle-mounted terminal and vehicle
A technology of intelligent identification and vehicle-mounted terminal, applied in character and pattern recognition, vehicle position/route/height control, motor vehicles, etc., can solve problems such as safety hazards and affecting driving experience, so as to avoid safety hazards, improve convenience, The effect of improving the driving experience
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no. 1 example
[0056] see figure 1 , which is a flow chart of the method for intelligent terrain recognition provided in this embodiment.
[0057] The intelligent terrain recognition method provided in this embodiment specifically includes the following steps:
[0058] S101: Acquiring an image of a preset driving range of the driving area in front of the vehicle.
[0059] It can be understood that the preset driving range does not need to be set too large. Generally, it is enough to set a predetermined width and distance in front of the vehicle. For example, it is enough to obtain images within the area of 10 meters in width and 20 meters in front of the vehicle.
[0060] In this embodiment, the preset driving range can set different image acquisition ranges for different types of vehicles to adapt to the structure of different vehicles, so that ideal images can be acquired for subsequent image processing and more accurate data.
[0061] Examples of vehicle types include: off-road vehicl...
no. 2 example
[0079] see Figure 2A , which is a flowchart of a specific implementation method of S102 provided in this embodiment.
[0080] Include the following steps:
Embodiment 1
[0081] S102 in Embodiment 1 includes:
[0082] S201: Perform pixel analysis on the image by using a deep neural network, and segment a ground area from the image.
[0083] In this embodiment, an optional image acquisition method is provided, which specifically includes: acquiring an image of a preset driving range of the driving area in front of the vehicle through a camera installed in front of the vehicle, and setting the preset driving range by setting the parameters of the camera scope.
[0084] Wherein, the parameters of the camera may include internal parameters and external parameters. The internal parameters include the focal length fx, fy, x0, y0 as the main point coordinates (relative to the imaging plane), s is the coordinate axis tilt parameter, etc. The external parameters include rotation matrix and translation matrix, etc. Different camera parameters are set for different vehicles so that the camera can capture images with a reasonable preset driving range.
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