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Obstacle positioning method, device and terminal

A positioning method and obstacle technology, applied in character and pattern recognition, image data processing, instruments, etc., can solve problems not involving unmanned vehicles and not suitable for use in the field of unmanned vehicles, so as to improve driving quality and ensure safety driving effect

Active Publication Date: 2019-04-19
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the existing detection methods do not involve the positioning of unmanned vehicles or obstacles, so they are not suitable for use in the field of unmanned vehicles

Method used

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  • Obstacle positioning method, device and terminal
  • Obstacle positioning method, device and terminal
  • Obstacle positioning method, device and terminal

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0046] In a specific embodiment, such as figure 1 As shown, a flowchart of an obstacle positioning method is provided, and the method includes:

[0047] Step S10: Obtain a picture of the surrounding environment of the unmanned vehicle.

[0048] Step S20: Input the surrounding environment picture into the obstacle recognition model for prediction, and obtain the position coordinates of the obstacle in the plane coordinate system in the surrounding environment picture.

[0049] Step S30: Convert the position coordinates of the obstacle in the plane coordinate system in the surrounding environment picture into the position coordinates of the obstacle in the world coordinate system.

[0050] In an example, a camera can be installed on the unmanned vehicle to obtain pictures of the surrounding environment of the unmanned vehicle. The camera can be installed in different directions on the body. For example, the camera can be installed at the license plate in the horizontal center of the wi...

Embodiment 2

[0067] In a specific embodiment, such as image 3 As shown, an obstacle positioning device is provided, including:

[0068] The surrounding environment picture obtaining module 10 is used to obtain the surrounding environment picture of the unmanned vehicle;

[0069] The obstacle position prediction module 20 in the plane coordinate system is used to input the surrounding environment picture into the obstacle recognition model for prediction, and obtain the position coordinates of the obstacle in the plane coordinate system in the surrounding environment picture;

[0070] The world coordinate system obstacle position conversion module 30 is used to convert the position coordinates of the obstacle in the plane coordinate system in the surrounding environment picture into the position coordinates of the obstacle in the world coordinate system.

[0071] In one embodiment, such as Figure 4 As shown, also includes:

[0072] The obstacle recognition model training module 11 is used to input ...

Embodiment 3

[0082] The embodiment of the present invention provides an obstacle positioning terminal, such as Figure 5 Shown, including:

[0083] The memory 400 and the processor 500, and a computer program that can be run on the processor 500 is stored in the memory 400. When the processor 500 executes the computer program, the obstacle positioning method in the foregoing embodiment is implemented. The number of the memory 400 and the processor 500 may be one or more.

[0084] The communication interface 600 is used for the memory 400 and the processor 500 to communicate with the outside.

[0085] The memory 400 may include a high-speed RAM memory, and may also include a non-volatile memory (non-volatile memory), for example, at least one disk memory.

[0086] If the memory 400, the processor 500, and the communication interface 600 are implemented independently, the memory 400, the processor 500, and the communication interface 600 may be connected to each other through a bus and complete mu...

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Abstract

The invention provides an obstacle positioning method and device and a terminal. The method comprises the steps of acquiring surrounding environment pictures of an unmanned vehicle; Inputting the surrounding environment picture into an obstacle recognition model for prediction to obtain a position coordinate of the obstacle in a plane coordinate system in the surrounding environment picture; and converting the position coordinates of the obstacle in the plane coordinate system in the surrounding environment picture into the position coordinates of the obstacle in the world coordinate system. According to the invention, the obstacle identification in the traditional shot picture is combined with the real scene of the unmanned vehicle, and the position of the obstacle in the shot picture isconverted into the position of the unmanned vehicle in the real scene according to the coordinate conversion table, so that the surrounding environment can be accurately perceived, and the accurate positioning and type identification of the obstacle can be realized. Strategy making can be conveniently carried out according to the type of the obstacle and the distance between the obstacle and the unmanned vehicle in the automatic driving process, and safe driving of the unmanned vehicle is guaranteed on the premise that the unmanned safety requirement is met.

Description

Technical field [0001] The present invention relates to the technical field of automatic driving, in particular to an obstacle positioning method, device and terminal. Background technique [0002] In the field of autonomous driving, the existing mass-produced models are equipped with cameras. The cameras are usually used to observe the panoramic view of unmanned vehicles and identify obstacles such as people and vehicles through the camera. However, only using the camera to identify obstacles between people and vehicles cannot effectively avoid collisions between unmanned vehicles and obstacles. [0003] At present, the method to avoid collision between unmanned vehicles and obstacles is usually by taking pictures and detecting obstacles in the pictures. The detection method is more complicated and requires high camera or hardware. In the field of unmanned vehicles, it is necessary to calculate the relative coordinates of unmanned vehicles and obstacles, and then determine the d...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/32G06T7/73
CPCG06T7/73G06T2207/30261G06T2207/20084G06T2207/20081G06V20/58G06V10/255
Inventor 李傲伟
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD